https://datasosi.com/topics/lecture-1-voiceover-2/ 2025-11-07T11:10:46+00:00 https://datasosi.com/topics/topic-63/ 2025-11-07T11:12:27+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-1-structured-framework-for-problem-solving-from-hypothesis-to-impact/topics/lecture-1-voiceover-4/ 2025-11-07T11:15:14+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-2-statistics-descriptive-and-inferential-analysis/topics/lecture-2-voiceover-part-1-2/ 2025-11-07T11:23:26+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-2-statistics-descriptive-and-inferential-analysis/topics/lecture-2-voiceover-part-2-2/ 2025-11-07T11:25:13+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-3-foundations-of-probability-and-inference/topics/lecture-3-voiceover-3/ 2025-11-07T11:28:23+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-1-structured-framework-for-problem-solving-from-hypothesis-to-impact/topics/lecture-slides-10/ 2025-11-07T11:40:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-2-statistics-descriptive-and-inferential-analysis/topics/lecture-slides-16/ 2025-11-07T11:44:54+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-3-foundations-of-probability-and-inference/topics/lecture-slides-17/ 2025-11-07T11:49:11+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-1-structured-framework-for-problem-solving-from-hypothesis-to-impact/topics/tutorial-matarial/ 2025-11-07T12:12:56+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-2-statistics-descriptive-and-inferential-analysis/topics/tutorial-matarial-2/ 2025-11-07T12:13:12+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-3-foundations-of-probability-and-inference/topics/tutorial-matarial-3/ 2025-11-07T12:13:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/foundation-part-1-introduction-to-business-intelligence/topics/introduction-to-business-intelligence-ppt/ 2025-11-07T12:19:03+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/foundation-part-2-data-warehousing-and-modelling/topics/data-warehousing-and-modelling-ppt/ 2025-11-07T12:19:30+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/foundation-part-2-data-warehousing-and-modelling/topics/voiceover-of-lecture-31/ 2025-11-07T16:23:58+00:00 https://datasosi.com/topics/topic-64/ 2025-11-10T11:33:46+00:00 https://datasosi.com/topics/unit-4-quiz/ 2025-11-10T11:34:15+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-4-data-preparation-with-excel-2/topics/overview-39/ 2025-11-10T11:38:10+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-5-data-preparation-with-power-query-2/topics/overview-40/ 2025-11-10T11:38:52+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-6-extract-transform-load-etl-in-bi-systems/topics/overview-41/ 2025-11-10T11:39:28+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-5-data-preparation-with-power-query-2/topics/lecture-5-voiceover-2/ 2025-11-10T14:49:55+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-6-extract-transform-load-etl-in-bi-systems/topics/lecture-6-voiceover-2/ 2025-11-10T14:51:35+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-4-data-preparation-with-excel-2/topics/lecture-slides-18/ 2025-11-10T16:03:05+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-4-data-preparation-with-excel-2/topics/tutorial-materials-17/ 2025-11-10T16:09:08+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-5-data-preparation-with-power-query-2/topics/lecture-slides-19/ 2025-11-10T16:10:48+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-5-data-preparation-with-power-query-2/topics/tutorial-materials-18/ 2025-11-10T16:11:57+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-6-extract-transform-load-etl-in-bi-systems/topics/lecture-slides-20/ 2025-11-10T17:30:49+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-6-extract-transform-load-etl-in-bi-systems/topics/tutorial-materials-19/ 2025-11-10T18:04:55+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/overview-42/ 2025-11-13T09:38:55+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-slides-1-3/ 2025-11-13T10:02:03+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-slides-2-4/ 2025-11-13T10:04:49+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-8-voiceover-regression-foundations-part-1/ 2025-11-13T10:08:23+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-8-voiceover-simple-regression-part-2/ 2025-11-13T10:20:19+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-8-voiceover-multiple-regression-part-3/ 2025-11-13T10:21:33+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/lecture-8-voiceover-regression-machine-learning-part-4/ 2025-11-13T10:22:42+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-8-regression-analysis/topics/tutorial-materials-20/ 2025-11-13T12:13:11+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/overview-43/ 2025-11-13T12:16:07+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/lecture-slides-1-4/ 2025-11-13T12:21:31+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/lecture-slides-2-5/ 2025-11-13T12:21:43+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/tutorial-materials-21/ 2025-11-13T12:33:01+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-7-explanatory-data-analysis-qdar-framework/topics/overview-44/ 2025-11-13T12:37:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-7-explanatory-data-analysis-qdar-framework/topics/lecture-slides-21/ 2025-11-13T13:27:13+00:00 https://datasosi.com/topics/topic-65/ 2025-11-15T15:20:21+00:00 https://datasosi.com/topics/topic-66/ 2025-11-15T15:22:29+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-10-sql-for-data-analytics/topics/overview-45/ 2025-11-15T15:28:58+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-11-communicating-insights-with-impact/topics/overview-46/ 2025-11-15T15:29:29+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-13-tableau-for-data-analytics/topics/overview-48/ 2025-11-15T15:30:24+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-12-power-bi-for-data-analytics/topics/overview-47/ 2025-11-15T15:31:26+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-10-sql-for-data-analytics/topics/lecture-10-voiceover/ 2025-11-15T15:39:36+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-13-tableau-for-data-analytics/topics/lecture-13-voiceover-2/ 2025-11-15T15:39:58+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-10-sql-for-data-analytics/topics/lecture-slides-22/ 2025-11-15T15:48:38+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-11-communicating-insights-with-impact/topics/lecture-slides-23/ 2025-11-15T15:48:41+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-12-power-bi-for-data-analytics/topics/lecture-slides-24/ 2025-11-15T15:48:45+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-13-tableau-for-data-analytics/topics/lecture-slides-25/ 2025-11-15T15:48:50+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-10-sql-for-data-analytics/topics/tutorial-materials-23/ 2025-11-15T17:18:40+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-11-communicating-insights-with-impact/topics/tutorial-materials-26/ 2025-11-15T17:19:41+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-12-power-bi-for-data-analytics/topics/tutorial-materials-24/ 2025-11-15T17:20:05+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-13-tableau-for-data-analytics/topics/tutorial-materials-25/ 2025-11-15T17:20:23+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-7-explanatory-data-analysis-qdar-framework/topics/tutorial-materials-22/ 2025-11-15T17:34:12+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-7-explanatory-data-analysis-qdar-framework/topics/lecture-7-voiceover-2/ 2025-11-16T16:58:17+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-11-communicating-insights-with-impact/topics/lecture-11-voiceover-2/ 2025-11-16T18:20:10+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-12-power-bi-for-data-analytics/topics/lecture-12-voiceover-2/ 2025-11-16T18:36:17+00:00 https://datasosi.com/topics/topic-67/ 2025-11-18T09:57:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/module-1-project/topics/module-1-project-overview/ 2025-11-18T10:01:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/module-4-project/topics/module-4-project-overview/ 2025-11-18T10:09:50+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/foundation-part-1-introduction-to-business-intelligence/topics/voiceover-of-lecture-30/ 2025-11-19T13:06:48+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-4-data-preparation-with-excel-2/topics/lecture-4-voiceover-3/ 2025-11-19T13:19:32+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/lecture-9-voiceover-classification-logistic-regression-part-1/ 2025-11-19T13:22:09+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/unit-9-classification-analysis/topics/lecture-9-voiceover-classification-machine-learning-part-2/ 2025-11-19T13:22:50+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/module-3-project/topics/module-2-3-projects-overview-2/ 2025-11-19T14:02:12+00:00 https://datasosi.com/courses/business-intelligence-turning-data-into-decisions/lessons/module-2-project/topics/module-2-3-projects-overview/ 2025-11-19T14:02:18+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-4-data-preparation-with-excel/topics/lecture-4-voiceover/ 2025-11-21T16:54:10+00:00 https://datasosi.com/topics/topic-68/ 2025-11-23T08:47:40+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundation-part-1-introduction-to-data-science-an-interdisciplinary-approach/topics/overview-49/ 2025-11-23T08:48:35+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundations-part-2-machine-learning-and-performance-evaluation/topics/overview-50/ 2025-11-23T08:49:51+00:00 https://datasosi.com/topics/topic-69/ 2025-11-23T08:55:04+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundation-part-1-introduction-to-data-science-an-interdisciplinary-approach/topics/voiceover-of-lecture-part-1/ 2025-11-23T09:00:11+00:00 https://datasosi.com/topics/voiceover-of-lecture-part-2-a/ 2025-11-23T09:10:31+00:00 https://datasosi.com/topics/voiceover-of-lecture-part-2-b/ 2025-11-23T09:10:37+00:00 https://datasosi.com/topics/voiceover-of-lecture-part-2-a-2/ 2025-11-23T09:13:24+00:00 https://datasosi.com/topics/voiceover-of-lecture-part-2-b-2/ 2025-11-23T09:13:31+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundations-part-2-machine-learning-and-performance-evaluation/topics/voiceover-of-lecture-part-2-b-3/ 2025-11-23T09:17:00+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundation-part-1-introduction-to-data-science-an-interdisciplinary-approach/topics/introduction-to-data-science-ppt/ 2025-11-23T11:40:12+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundations-part-2-machine-learning-and-performance-evaluation/topics/foundations-part-2-machine-learning-ppt/ 2025-11-23T11:42:58+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundations-part-2-machine-learning-and-performance-evaluation/topics/foundations-part-2-performance-errors-ppt/ 2025-11-23T11:44:08+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-2-statistics-for-data-analytics/topics/overview-11/ 2025-11-24T14:39:28+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-2-statistics-for-data-analytics/topics/lecture-slides-2/ 2025-11-24T14:39:30+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-2-statistics-for-data-analytics/topics/lecture-2-voiceover-part-1/ 2025-11-24T14:39:32+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-2-statistics-for-data-analytics/topics/lecture-2-voiceover-part-2/ 2025-11-24T14:39:34+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-2-statistics-for-data-analytics/topics/tutorial-materials-2/ 2025-11-24T14:39:36+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-3-probability/topics/overview-12/ 2025-11-24T14:39:43+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-3-probability/topics/lecture-slides-3/ 2025-11-24T14:39:45+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-3-probability/topics/lecture-3-voiceover/ 2025-11-24T14:39:47+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques/lessons/unit-3-probability/topics/tutorial-materials-3/ 2025-11-24T14:39:50+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/overview-51/ 2025-11-24T14:41:08+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/lecture-slides-26/ 2025-11-24T15:33:44+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/lecture-1-voiceover-part-1/ 2025-11-24T15:35:23+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/lecture-1-voiceover-part-2/ 2025-11-24T15:35:28+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/tutorial-materials-27/ 2025-11-24T15:44:34+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-2-probability/topics/overview-52/ 2025-11-25T18:18:31+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-2-probability/topics/lecture-2-voiceover-2/ 2025-11-25T18:22:06+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-2-probability/topics/tutorial-materials-28/ 2025-11-25T18:25:13+00:00 https://datasosi.com/topics/simple/ 2025-11-29T05:53:14+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-1-statistics/topics/discussion-forum/ 2025-11-29T14:17:09+00:00 https://datasosi.com/topics/topic-70/ 2025-12-18T10:29:07+00:00 https://datasosi.com/topics/topic-71/ 2025-12-18T11:20:08+00:00 https://datasosi.com/topics/tutorial-materials-29/ 2025-12-18T11:20:12+00:00 https://datasosi.com/topics/tutorial-materials-30/ 2025-12-18T11:20:19+00:00 https://datasosi.com/topics/tutorial-materials-31/ 2025-12-18T11:20:40+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-2-probability/topics/lecture-slides-27/ 2025-12-18T11:23:21+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-4-exploratory-data-analysis-eda/topics/overview-55/ 2025-12-18T11:30:59+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-5-data-transformation/topics/overview-53/ 2025-12-18T11:31:11+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-3-data-preparation-and-data-cleaning/topics/overview-54/ 2025-12-18T11:42:15+00:00 https://datasosi.com/topics/topic-72/ 2025-12-18T11:48:02+00:00 https://datasosi.com/topics/topic-73/ 2025-12-18T11:48:30+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-3-data-preparation-and-data-cleaning/topics/lecture-3-voiceover-part-1/ 2025-12-18T12:00:39+00:00 https://datasosi.com/topics/topic-74/ 2025-12-18T12:01:56+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-5-data-transformation/topics/lecture-4-voiceover-part-1/ 2025-12-18T12:04:18+00:00 https://datasosi.com/topics/lecture-3-voiceover-part-2/ 2025-12-18T12:07:43+00:00 https://datasosi.com/topics/lecture-voiceover/ 2025-12-18T15:44:28+00:00 https://datasosi.com/courses/sql-for-data-science/lessons/course-overview-2/topics/sql-overview/ 2025-12-18T18:02:06+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-5-data-transformation/topics/lecture-4-voiceover-part-2/ 2025-12-18T18:07:19+00:00 https://datasosi.com/topics/topic-75/ 2025-12-18T18:09:36+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-3-data-preparation-and-data-cleaning/topics/lecture-3-voiceover-part-2-2/ 2025-12-18T18:16:04+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-4-exploratory-data-analysis-eda/topics/lecture-5-voiceover-3/ 2025-12-18T18:22:39+00:00 https://datasosi.com/topics/topic-76/ 2025-12-19T11:02:35+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-3-data-preparation-and-data-cleaning/topics/lecture-slides-1-5/ 2025-12-19T11:12:47+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-3-data-preparation-and-data-cleaning/topics/lecture-slides-2-6/ 2025-12-19T11:12:52+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-4-exploratory-data-analysis-eda/topics/lecture-slides-30/ 2025-12-19T11:13:02+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-5-data-transformation/topics/lecture-slides-29/ 2025-12-22T15:20:26+00:00 https://datasosi.com/topics/topic-77/ 2025-12-23T10:24:56+00:00 https://datasosi.com/topics/topic-78/ 2025-12-23T10:25:31+00:00 https://datasosi.com/topics/topic-80/ 2025-12-23T10:25:57+00:00 https://datasosi.com/topics/topic-79/ 2025-12-23T10:27:14+00:00 https://datasosi.com/topics/topic-81/ 2025-12-23T10:27:51+00:00 https://datasosi.com/topics/topic-83/ 2025-12-23T10:28:16+00:00 https://datasosi.com/topics/tutorial-materials-33/ 2025-12-23T10:28:20+00:00 https://datasosi.com/topics/tutorial-materials-34/ 2025-12-23T10:28:32+00:00 https://datasosi.com/topics/topic-82/ 2025-12-23T10:28:34+00:00 https://datasosi.com/topics/tutorial-materials-35/ 2025-12-23T10:28:38+00:00 https://datasosi.com/topics/tutorial-materials-36/ 2025-12-23T10:28:46+00:00 https://datasosi.com/topics/topic-84/ 2025-12-23T10:29:04+00:00 https://datasosi.com/topics/unit-6-quiz-3/ 2025-12-23T10:29:17+00:00 https://datasosi.com/topics/topic-85/ 2025-12-23T10:29:21+00:00 https://datasosi.com/topics/unit-7-quiz-3/ 2025-12-23T10:29:29+00:00 https://datasosi.com/topics/unit-8-quiz-3/ 2025-12-23T10:29:40+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-10-dimensionality-reduction-feature-selection/topics/lecture-10-voiceover-2/ 2025-12-23T10:31:21+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/overview-57/ 2025-12-23T10:32:18+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/overview-58/ 2025-12-23T10:32:34+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/overview-59/ 2025-12-23T10:33:04+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/overview-60/ 2025-12-23T10:33:29+00:00 https://datasosi.com/topics/topic-86/ 2025-12-27T14:49:36+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-slides-1-6/ 2025-12-27T14:56:00+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-slides-2-7/ 2025-12-27T15:00:05+00:00 https://datasosi.com/topics/topic-87/ 2025-12-27T18:17:01+00:00 https://datasosi.com/topics/topic-88/ 2025-12-27T18:18:24+00:00 https://datasosi.com/topics/topic-89/ 2025-12-27T18:20:26+00:00 https://datasosi.com/topics/topic-90/ 2025-12-27T18:23:50+00:00 https://datasosi.com/topics/topic-91/ 2025-12-27T18:25:24+00:00 https://datasosi.com/topics/topic-92/ 2025-12-27T18:28:50+00:00 https://datasosi.com/topics/topic-93/ 2025-12-27T18:29:48+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-6-voiceover-linear-regression-part-1/ 2025-12-28T14:38:41+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-6-voiceover-non-linear-regression-cart-part-4/ 2025-12-28T14:49:31+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/lecture-slides-32/ 2025-12-28T15:47:51+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-slides-1-7/ 2025-12-28T15:47:56+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-slides-2-8/ 2025-12-28T15:47:59+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/lecture-slides-34/ 2025-12-28T15:48:03+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/lecture-7-voiceover-ensemble-regression-baging-part-1/ 2025-12-28T15:52:58+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/lecture-7-voiceover-ensemble-regression-random-forest-part-2/ 2025-12-28T15:53:02+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/lecture-7-voiceover-ensemble-boosting-adaboost-regression-part-3/ 2025-12-28T15:53:08+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-7-regression-ensemble-and-tree-based-algorithms/topics/lecture-7-voiceover-decision-tree-regression-part-4/ 2025-12-28T15:53:11+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-8-voiceover-linear-algorithm-classification-part-1/ 2025-12-28T16:06:07+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-8-voiceover-non-linear-classification-svm-part-1/ 2025-12-28T16:06:12+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-8-voiceover-non-linear-classification-knn-part-2/ 2025-12-28T16:06:15+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-8-voiceover-non-linear-classification-naive-bayes-part-3/ 2025-12-28T16:06:21+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-classification-linear-and-non-linear-algorithms/topics/lecture-8-voiceover-non-linear-classification-cart-part-4/ 2025-12-28T16:06:26+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/lecture-9-voiceover-ensemble-classification-bagging-part-1/ 2025-12-28T16:14:38+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/lecture-9-voiceover-ensemble-classification-randomforest-part-2/ 2025-12-28T16:14:47+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/lecture-9-voiceover-ensemble-classification-boosting-adaboost-part-3/ 2025-12-28T16:14:59+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-9-classification-ensemble-and-tree-based-algorithms/topics/lecture-9-voiceover-tree-based-classification-decision-tree-part-4/ 2025-12-28T16:19:02+00:00 https://datasosi.com/courses/python-for-data-science/lessons/overview/topics/unit-1-resources-downloads/ 2025-12-29T08:05:44+00:00 https://datasosi.com/courses/python-for-data-science/lessons/course-overview/topics/python-overview/ 2025-12-30T19:28:29+00:00 https://datasosi.com/topics/topic-94/ 2026-01-06T14:44:37+00:00 https://datasosi.com/topics/topic-95/ 2026-01-06T14:44:38+00:00 https://datasosi.com/topics/topic-97/ 2026-01-06T14:44:53+00:00 https://datasosi.com/topics/topic-96/ 2026-01-06T14:45:41+00:00 https://datasosi.com/topics/topic-98/ 2026-01-06T14:45:55+00:00 https://datasosi.com/topics/topic-100/ 2026-01-06T14:45:56+00:00 https://datasosi.com/topics/topic-101/ 2026-01-06T14:45:56+00:00 https://datasosi.com/topics/topic-99/ 2026-01-06T14:46:40+00:00 https://datasosi.com/topics/topic-102/ 2026-01-06T14:46:41+00:00 https://datasosi.com/topics/topic-103/ 2026-01-06T14:46:55+00:00 https://datasosi.com/topics/topic-104/ 2026-01-06T14:47:01+00:00 https://datasosi.com/topics/topic-106/ 2026-01-06T14:47:16+00:00 https://datasosi.com/topics/topic-107/ 2026-01-06T14:47:17+00:00 https://datasosi.com/topics/unit-10-quiz-3/ 2026-01-06T14:47:20+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-11-clustering-and-unsupervised-pattern-discovery/topics/overview-61/ 2026-01-06T17:00:35+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-12-reinforcement-learning-and-sequential-decision-making/topics/overview-62/ 2026-01-06T17:00:54+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-12-reinforcement-learning-and-sequential-decision-making/topics/lecture-12-voiceover-3/ 2026-01-07T14:16:36+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-11-clustering-and-unsupervised-pattern-discovery/topics/lecture-11-voiceover-3/ 2026-01-07T14:20:50+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-12-reinforcement-learning-and-sequential-decision-making/topics/lecture-slides-33/ 2026-01-07T16:53:45+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-11-clustering-and-unsupervised-pattern-discovery/topics/lecture-slides-28/ 2026-01-07T16:53:52+00:00 https://datasosi.com/topics/topic-105/ 2026-01-12T17:12:51+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-and-unit-7-materials-regression/topics/tutorial-materials-39/ 2026-01-12T17:25:09+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-8-and-unit-9-tutorial-materials-classification/topics/tutorial-materials-40/ 2026-01-12T17:25:17+00:00 https://datasosi.com/topics/topic-108/ 2026-01-12T17:31:26+00:00 https://datasosi.com/topics/topic-109/ 2026-01-12T17:40:13+00:00 https://datasosi.com/topics/topic-110/ 2026-01-12T17:47:18+00:00 https://datasosi.com/topics/real-state-data/ 2026-01-12T17:56:25+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-10-dimensionality-reduction-feature-selection/topics/overview-56/ 2026-01-12T18:23:57+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/foundations-part-2-machine-learning-and-performance-evaluation/topics/voiceover-of-lecture-part-2-a-3/ 2026-01-13T18:24:12+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/tutorial-materials-module-3/topics/tutorial-materials-41/ 2026-01-13T21:48:41+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-11-clustering-and-unsupervised-pattern-discovery/topics/tutorial-materials-37/ 2026-01-14T10:58:04+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-12-reinforcement-learning-and-sequential-decision-making/topics/tutorial-materials-38/ 2026-01-14T10:58:58+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-10-dimensionality-reduction-feature-selection/topics/tutorial-materials-32/ 2026-01-14T10:59:56+00:00 https://datasosi.com/topics/topic-111/ 2026-01-19T13:02:54+00:00 https://datasosi.com/topics/sql-ovwrview/ 2026-01-19T13:03:52+00:00 https://datasosi.com/topics/run-sql/ 2026-01-21T18:54:44+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-6-voiceover-non-linear-svr-part-2/ 2026-01-22T10:10:13+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-6-regression-linear-and-non-linear-algorithms/topics/lecture-6-voiceover-non-linear-knn-part-3/ 2026-01-22T10:10:28+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/unit-10-dimensionality-reduction-feature-selection/topics/lecture-slides-31/ 2026-01-22T10:19:33+00:00 https://datasosi.com/courses/machine-learning-ai-powered-coding-your-partner-in-data-intelligence/lessons/tutorial-materials-module-2/topics/tutorial-materials-42/ 2026-01-22T10:47:34+00:00 https://datasosi.com/topics/topic-112/ 2026-01-23T13:58:36+00:00 https://datasosi.com/topics/sql-practice/ 2026-01-23T14:00:42+00:00 https://datasosi.com/topics/sql-test/ 2026-01-23T14:08:59+00:00 https://datasosi.com/topics/topic-113/ 2026-01-27T16:49:02+00:00 https://datasosi.com/topics/voice-over/ 2026-01-27T16:49:11+00:00 https://datasosi.com/topics/topic-114/ 2026-01-29T17:02:48+00:00 https://datasosi.com/topics/topic-115/ 2026-01-29T17:02:58+00:00 https://datasosi.com/topics/voiceover-of-lecture-32/ 2026-01-29T17:06:46+00:00 https://datasosi.com/topics/voiceover-of-lecture-33/ 2026-01-29T17:08:03+00:00 https://datasosi.com/topics/voiceover-of-lecture-34/ 2026-01-29T17:08:39+00:00 https://datasosi.com/topics/topic-116/ 2026-02-01T07:03:18+00:00 https://datasosi.com/topics/topic-117/ 2026-02-01T07:05:36+00:00 https://datasosi.com/topics/topic-118/ 2026-02-01T07:05:36+00:00 https://datasosi.com/topics/topic-119/ 2026-02-01T07:05:36+00:00 https://datasosi.com/topics/topic-120/ 2026-02-01T07:05:37+00:00 https://datasosi.com/topics/topic-120/ 2026-02-01T07:05:37+00:00 https://datasosi.com/topics/topic-121/ 2026-02-01T07:05:38+00:00 https://datasosi.com/topics/topic-122/ 2026-02-01T07:05:38+00:00 https://datasosi.com/topics/topic-123/ 2026-02-01T07:05:38+00:00 https://datasosi.com/topics/topic-124/ 2026-02-01T07:05:39+00:00 https://datasosi.com/topics/topic-125/ 2026-02-01T16:56:19+00:00 https://datasosi.com/topics/topic-126/ 2026-02-01T16:57:28+00:00 https://datasosi.com/topics/topic-128/ 2026-02-01T16:57:30+00:00 https://datasosi.com/topics/topic-127/ 2026-02-01T16:57:39+00:00 https://datasosi.com/topics/topic-129/ 2026-02-01T16:58:02+00:00 https://datasosi.com/topics/topic-130/ 2026-02-01T16:58:25+00:00 https://datasosi.com/topics/topic-132/ 2026-02-01T16:58:46+00:00 https://datasosi.com/topics/topic-131/ 2026-02-01T16:58:56+00:00 https://datasosi.com/topics/topic-134/ 2026-02-01T16:59:12+00:00 https://datasosi.com/topics/topic-133/ 2026-02-01T16:59:25+00:00 https://datasosi.com/topics/topic-135/ 2026-02-01T19:40:39+00:00 https://datasosi.com/topics/topic-136/ 2026-02-01T19:40:58+00:00 https://datasosi.com/topics/where-overview/ 2026-02-01T19:45:33+00:00 https://datasosi.com/topics/order-by-overview/ 2026-02-01T19:46:03+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-1-understanding-data-in-modern-systems/topics/overview-63/ 2026-02-02T10:42:08+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-1-understanding-data-in-modern-systems/topics/lecture-slides-35/ 2026-02-02T10:55:12+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-1-understanding-data-in-modern-systems/topics/lecture-1-voiceover-5/ 2026-02-02T10:59:26+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-1-understanding-data-in-modern-systems/topics/tutorial-materials-43/ 2026-02-02T11:14:35+00:00 https://datasosi.com/topics/select-overview/ 2026-02-02T13:20:26+00:00 https://datasosi.com/topics/topic-137/ 2026-02-04T02:08:52+00:00 https://datasosi.com/topics/sql-operators/ 2026-02-04T02:20:59+00:00 https://datasosi.com/topics/topic-138/ 2026-02-05T10:11:22+00:00 https://datasosi.com/topics/topic-139/ 2026-02-05T10:11:23+00:00 https://datasosi.com/topics/topic-141/ 2026-02-06T08:56:53+00:00 https://datasosi.com/topics/topic-142/ 2026-02-06T08:57:07+00:00 https://datasosi.com/topics/topic-143/ 2026-02-06T08:57:08+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-2-database-fundamentals/topics/overview-64/ 2026-02-06T08:59:05+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-2-database-fundamentals/topics/lecture-slides-36/ 2026-02-06T09:11:54+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/core-retrieval-commands-the-foundation/topics/sql-where/ 2026-02-18T18:10:23+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/core-retrieval-commands-the-foundation/topics/sql-select/ 2026-02-18T18:11:20+00:00 https://datasosi.com/topics/topic-140/ 2026-02-22T15:25:34+00:00 https://datasosi.com/topics/topic-144/ 2026-02-22T15:26:00+00:00 https://datasosi.com/topics/topic-146/ 2026-02-22T15:26:19+00:00 https://datasosi.com/topics/topic-147/ 2026-02-22T15:26:34+00:00 https://datasosi.com/topics/topic-148/ 2026-02-22T15:27:53+00:00 https://datasosi.com/topics/topic-145/ 2026-02-22T15:28:13+00:00 https://datasosi.com/topics/topic-150/ 2026-02-22T15:28:34+00:00 https://datasosi.com/topics/topic-151/ 2026-02-22T15:28:51+00:00 https://datasosi.com/topics/topic-149/ 2026-02-22T15:41:36+00:00 https://datasosi.com/topics/topic-152/ 2026-02-22T15:42:15+00:00 https://datasosi.com/topics/topic-153/ 2026-02-22T15:43:35+00:00 https://datasosi.com/topics/topic-154/ 2026-02-22T16:00:00+00:00 https://datasosi.com/topics/topic-155/ 2026-02-22T16:00:49+00:00 https://datasosi.com/topics/topic-156/ 2026-02-22T16:03:15+00:00 https://datasosi.com/courses/data-analytics-predictive-and-prescriptive-techniques-2/lessons/html-example/topics/html-content/ 2026-02-26T13:42:54+00:00 https://datasosi.com/topics/step-2-the-random-module-a-k-a-pythons-chaos-button/ 2026-03-07T17:53:47+00:00 https://datasosi.com/topics/topic-158/ 2026-03-08T15:09:07+00:00 https://datasosi.com/topics/topic-159/ 2026-03-08T15:09:48+00:00 https://datasosi.com/topics/topic-157/ 2026-03-08T15:23:47+00:00 https://datasosi.com/topics/topic-160/ 2026-03-08T15:27:29+00:00 https://datasosi.com/topics/topic-162/ 2026-03-08T15:59:25+00:00 https://datasosi.com/topics/topic-163/ 2026-03-08T15:59:43+00:00 https://datasosi.com/topics/topic-164/ 2026-03-08T16:00:02+00:00 https://datasosi.com/topics/topic-165/ 2026-03-08T16:00:17+00:00 https://datasosi.com/topics/topic-161/ 2026-03-08T16:03:16+00:00 https://datasosi.com/topics/topic-167/ 2026-03-08T16:04:01+00:00 https://datasosi.com/topics/step-2-the-while-loop-a-k-a-the-loop-that-never-stops-unless-you-tell-it-to/ 2026-03-08T18:29:43+00:00 https://datasosi.com/topics/step-3-the-battle-loop/ 2026-03-12T19:50:25+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-2-variables-data-types-for-game-logic/topics/variables-2/ 2026-03-13T05:43:39+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-2-variables-data-types-for-game-logic/topics/data-types-2/ 2026-03-13T05:43:52+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-2-variables-data-types-for-game-logic/topics/updating-game-state/ 2026-03-13T05:44:07+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-2-variables-data-types-for-game-logic/topics/build-a-player-profile/ 2026-03-13T05:44:22+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-3-conditions-decision-making/topics/what-are-conditions/ 2026-03-13T05:44:33+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-3-conditions-decision-making/topics/using-else-and-elif-for-multiple-outcomes/ 2026-03-13T05:44:45+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-3-conditions-decision-making/topics/comparison-operators-logical-operators-and-lists/ 2026-03-13T05:45:05+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-3-conditions-decision-making/topics/step-4-building-a-full-decision-system/ 2026-03-13T05:45:13+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-4-loops-repetition/topics/what-are-loops/ 2026-03-13T05:45:39+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-4-loops-repetition/topics/the-while-loop/ 2026-03-13T05:45:53+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-4-loops-repetition/topics/the-for-loop/ 2026-03-13T05:46:07+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-4-loops-repetition/topics/combining-loops-lists-and-logic/ 2026-03-13T05:46:22+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-5-functions/topics/what-even-is-a-function/ 2026-03-13T05:48:50+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-5-functions/topics/parameters/ 2026-03-13T05:49:13+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-5-functions/topics/return-values-2/ 2026-03-13T05:49:28+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-5-functions/topics/combining-everything/ 2026-03-13T05:49:40+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-6-conditions/topics/what-are-conditions-2/ 2026-03-13T05:50:09+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-6-conditions/topics/the-else-statement/ 2026-03-13T05:51:55+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-6-conditions/topics/combining-everything-2/ 2026-03-13T05:52:26+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-7-advanced-loops/topics/what-are-advanced-loops/ 2026-03-13T06:13:05+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-7-advanced-loops/topics/nested-loops/ 2026-03-13T06:13:39+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-7-advanced-loops/topics/combining-loops-conditions/ 2026-03-13T06:14:02+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-9-function/topics/putting-it-all-together/ 2026-03-14T19:44:58+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-10-lists/topics/accessing-changing-list-items/ 2026-03-14T19:47:54+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-10-lists/topics/adding-removing-items/ 2026-03-14T19:48:21+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-11-dictionaries/topics/what-are-dictionaries/ 2026-03-15T20:32:34+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-11-dictionaries/topics/combining-lists-dictionaries/ 2026-03-15T21:18:07+00:00 https://datasosi.com/topics/final-project/ 2026-03-15T22:04:00+00:00 https://datasosi.com/topics/final-project-2/ 2026-03-15T22:13:25+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-8-strings/topics/combining-strings/ 2026-03-17T04:24:57+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-8-strings/topics/string-slicing/ 2026-03-17T05:47:58+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-9-function/topics/what-are-functions/ 2026-03-17T06:11:03+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-10-lists/topics/looping-through-lists/ 2026-03-17T06:25:55+00:00 https://datasosi.com/topics/topic-166/ 2026-03-17T11:01:53+00:00 https://datasosi.com/topics/unit-5-transformation/ 2026-03-17T11:02:25+00:00 https://datasosi.com/topics/unit-6-data-visualisation/ 2026-03-17T11:03:14+00:00 https://datasosi.com/topics/unit-7-seaborn/ 2026-03-17T11:03:37+00:00 https://datasosi.com/topics/unit-8-join/ 2026-03-17T11:04:03+00:00 https://datasosi.com/topics/unit-9-datetime/ 2026-03-17T11:04:28+00:00 https://datasosi.com/topics/unit-10-cattext/ 2026-03-17T11:04:57+00:00 https://datasosi.com/topics/unit-11-numeric/ 2026-03-17T11:05:20+00:00 https://datasosi.com/topics/unit-12-capstone/ 2026-03-17T11:05:43+00:00 https://datasosi.com/topics/working-with-data/ 2026-03-17T12:45:02+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-7-advanced-loops/topics/break-and-continue/ 2026-03-17T16:26:14+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-1-level-1-your-game-developer-toolbox/topics/the-datetime-module/ 2026-03-17T16:32:01+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-1-level-1-your-game-developer-toolbox/topics/the-statistics-module/ 2026-03-17T16:32:13+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-1-level-1-your-game-developer-toolbox/topics/the-os-module/ 2026-03-17T16:33:12+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-6-conditions/topics/the-elif-statement/ 2026-03-17T16:34:53+00:00 https://datasosi.com/topics/unit-2-numpy-fundamentals/ 2026-03-17T16:58:15+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-11-dictionaries/topics/accessing-changing-dictionary-values/ 2026-03-17T17:08:38+00:00 https://datasosi.com/topics/unit-4-data-cleaning/ 2026-03-17T18:03:58+00:00 https://datasosi.com/topics/unit-3-introduction-to-pandas/ 2026-03-17T18:09:54+00:00 https://datasosi.com/courses/python-for-data-science/lessons/overview-4/topics/return-values/ 2026-03-18T10:40:39+00:00 https://datasosi.com/courses/python-for-data-science/lessons/overview-5/topics/creating-and-inspecting-data/ 2026-03-18T11:10:43+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-12-building-your-first-game-system/topics/adding-inventory-items/ 2026-03-19T14:57:11+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-12-building-your-first-game-system/topics/setting-up-player-enemy-data/ 2026-03-19T15:00:23+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-12-building-your-first-game-system/topics/give-them-moves/ 2026-03-19T15:26:46+00:00 https://datasosi.com/topics/topic-168/ 2026-03-19T15:28:55+00:00 https://datasosi.com/topics/topic-170/ 2026-03-19T15:29:15+00:00 https://datasosi.com/topics/topic-171/ 2026-03-19T15:29:16+00:00 https://datasosi.com/topics/topic-172/ 2026-03-19T15:30:04+00:00 https://datasosi.com/topics/topic-169/ 2026-03-19T15:30:50+00:00 https://datasosi.com/topics/topic-173/ 2026-03-19T15:31:03+00:00 https://datasosi.com/topics/topic-174/ 2026-03-19T15:31:14+00:00 https://datasosi.com/topics/topic-175/ 2026-03-19T15:31:14+00:00 https://datasosi.com/topics/unit-3-quiz/ 2026-03-19T15:31:21+00:00 https://datasosi.com/topics/unit-4-quiz-2/ 2026-03-19T15:31:58+00:00 https://datasosi.com/topics/topic-176/ 2026-03-19T15:32:28+00:00 https://datasosi.com/topics/topic-177/ 2026-03-19T15:32:42+00:00 https://datasosi.com/topics/topic-178/ 2026-03-19T15:33:04+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-12-building-your-first-game-system/topics/the-battle-loop/ 2026-03-19T15:38:52+00:00 https://datasosi.com/topics/unit-3/ 2026-03-19T17:49:15+00:00 https://datasosi.com/topics/unit-4/ 2026-03-19T17:49:23+00:00 https://datasosi.com/topics/unit-1/ 2026-03-19T17:50:56+00:00 https://datasosi.com/topics/unit-2/ 2026-03-19T17:51:59+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-8-strings/topics/string-methods/ 2026-03-19T21:04:44+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-12-building-your-first-game-system/topics/celebrate/ 2026-03-19T22:00:44+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-11-dictionaries/topics/looping-through-dictionaries/ 2026-03-19T22:08:46+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-10-lists/topics/what-are-lists/ 2026-03-19T22:18:52+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-9-function/topics/parameters-2/ 2026-03-19T22:38:22+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-9-function/topics/return-values-3/ 2026-03-19T23:03:29+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-1-level-1-your-game-developer-toolbox/topics/the-random-module/ 2026-03-20T05:10:42+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-8-strings/topics/what-are-strings/ 2026-03-20T07:13:43+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-8-data-quality-in-data-engineering/topics/overview-69/ 2026-03-20T12:47:50+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-9-data-security/topics/overview-70/ 2026-03-20T12:48:11+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-4-database-design/topics/overview-65/ 2026-03-20T12:49:04+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-6-foundations-of-data-pipelines/topics/overview-67/ 2026-03-20T12:49:50+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-5-data-warehouses-data-lakes-lakehouses/topics/overview-66/ 2026-03-20T12:50:22+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-3-sql-fundamentals/topics/overview-72/ 2026-03-20T12:56:21+00:00 https://datasosi.com/topics/topic-179/ 2026-03-21T11:15:02+00:00 https://datasosi.com/topics/topic-181/ 2026-03-21T11:15:37+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-0-data-engineering-in-modern-systems/topics/overview-73/ 2026-03-21T12:17:25+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-0-data-engineering-in-modern-systems/topics/lecture-0-voiceover-2/ 2026-03-21T12:19:03+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-0-data-engineering-in-modern-systems/topics/lecture-slides-39/ 2026-03-21T16:11:57+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-2-database-fundamentals/topics/lecture-2-voiceover-3/ 2026-03-21T16:53:47+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-7-data-orchestration/topics/overview-68/ 2026-03-23T07:03:18+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-10-foundations-of-organizational-data-governance/topics/overview-71/ 2026-03-23T07:10:04+00:00 https://datasosi.com/topics/overview-74/ 2026-03-23T07:18:11+00:00 https://datasosi.com/topics/overview-75/ 2026-03-23T07:20:48+00:00 https://datasosi.com/topics/topic-180/ 2026-03-23T14:48:40+00:00 https://datasosi.com/topics/topic-182/ 2026-03-23T14:50:06+00:00 https://datasosi.com/topics/topic-183/ 2026-03-23T14:52:11+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-11-big-data-and-distributed-systems/topics/overview-76/ 2026-03-23T15:03:31+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-12-data-engineering-in-cloud-environments/topics/overview-77/ 2026-03-23T15:05:20+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-3-sql-fundamentals/topics/lecture-3-voiceover-4/ 2026-03-23T15:19:06+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-5-data-warehouses-data-lakes-lakehouses/topics/lecture-5-voiceover-4/ 2026-03-23T15:27:11+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-7-data-orchestration/topics/lecture-7-voiceover-3/ 2026-03-23T15:35:50+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-8-data-quality-in-data-engineering/topics/lecture-8-voiceover-2/ 2026-03-23T15:37:36+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-9-data-security/topics/lecture-9-voiceover/ 2026-03-23T15:40:02+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-10-foundations-of-organizational-data-governance/topics/lecture-10-voiceover-3/ 2026-03-23T15:41:38+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-11-big-data-and-distributed-systems/topics/lecture-11-voiceover-4/ 2026-03-23T15:44:53+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-12-data-engineering-in-cloud-environments/topics/lecture-12-voiceover-4/ 2026-03-23T15:47:03+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-4-database-design/topics/tutorial-materials-46/ 2026-03-23T17:58:55+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-5-data-warehouses-data-lakes-lakehouses/topics/tutorial-materials-47/ 2026-03-23T18:23:00+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-6-foundations-of-data-pipelines/topics/tutorial-materials-48/ 2026-03-23T18:29:58+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-3-sql-fundamentals/topics/tutorial-materials-45/ 2026-03-23T19:02:33+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-4-database-design/topics/lecture-4-voiceover-4/ 2026-03-23T19:23:56+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-3-sql-fundamentals/topics/lecture-slides-37/ 2026-03-23T19:40:00+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-4-database-design/topics/lecture-slides-38/ 2026-03-23T19:46:00+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-5-data-warehouses-data-lakes-lakehouses/topics/lecture-slides-40/ 2026-03-23T19:55:05+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-6-foundations-of-data-pipelines/topics/lecture-slides-42/ 2026-03-23T20:35:44+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-7-data-orchestration/topics/lecture-slides-41/ 2026-03-25T13:11:26+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-9-data-security/topics/lecture-slides-44/ 2026-03-25T15:03:18+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-10-foundations-of-organizational-data-governance/topics/lecture-slides-45/ 2026-03-25T15:03:23+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-8-data-quality-in-data-engineering/topics/lecture-slides-43/ 2026-03-25T15:03:30+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-7-data-orchestration/topics/tutorial-materials-49/ 2026-03-25T15:26:18+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-8-data-quality-in-data-engineering/topics/tutorial-materials-50/ 2026-03-25T15:26:25+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-12-data-engineering-in-cloud-environments/topics/tutorial-materials-54/ 2026-03-25T15:54:24+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-9-data-security/topics/tutorial-materials-51/ 2026-03-25T15:56:01+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-11-big-data-and-distributed-systems/topics/lecture-slides-46/ 2026-03-25T16:19:48+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-11-big-data-and-distributed-systems/topics/tutorial-materials-53/ 2026-03-25T16:23:28+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-6-foundations-of-data-pipelines/topics/lecture-6-voiceover-3/ 2026-03-25T19:30:09+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-2-database-fundamentals/topics/tutorial-materials-44/ 2026-03-27T09:37:57+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-10-foundations-of-organizational-data-governance/topics/tutorial-materials-52/ 2026-03-27T09:55:48+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-12-data-engineering-in-cloud-environments/topics/lecture-slides-47/ 2026-03-27T10:04:15+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-13-capstone/topics/capstone-dataset/ 2026-03-27T10:31:25+00:00 https://datasosi.com/topics/topic-184/ 2026-03-28T15:59:14+00:00 https://datasosi.com/topics/topic-186/ 2026-03-28T16:01:23+00:00 https://datasosi.com/topics/topic-185/ 2026-03-28T16:02:00+00:00 https://datasosi.com/topics/topic-187/ 2026-03-28T16:02:15+00:00 https://datasosi.com/topics/topic-188/ 2026-03-28T16:03:46+00:00 https://datasosi.com/topics/topic-189/ 2026-03-28T16:04:03+00:00 https://datasosi.com/topics/topic-190/ 2026-03-28T16:04:16+00:00 https://datasosi.com/topics/topic-191/ 2026-03-28T16:04:50+00:00 https://datasosi.com/topics/topic-193/ 2026-03-28T16:05:32+00:00 https://datasosi.com/topics/topic-192/ 2026-03-28T16:05:41+00:00 https://datasosi.com/topics/topic-194/ 2026-03-28T16:06:08+00:00 https://datasosi.com/topics/topic-195/ 2026-03-28T16:06:09+00:00 https://datasosi.com/topics/topic-196/ 2026-03-28T16:06:23+00:00 https://datasosi.com/topics/topic-197/ 2026-03-28T16:06:37+00:00 https://datasosi.com/topics/topic-198/ 2026-03-28T16:06:49+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-13-capstone/topics/capstone-project/ 2026-03-28T18:24:17+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-13-capstone/topics/capstone-file/ 2026-03-30T16:52:19+00:00 https://datasosi.com/courses/data-engineering/lessons/unit-13-capstone/topics/lecture-13-voiceover-3/ 2026-03-30T17:01:29+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/core-retrieval-commands-the-foundation/topics/sql-distinct/ 2026-03-30T18:33:39+00:00 https://datasosi.com/topics/topic-199/ 2026-04-02T06:40:06+00:00 https://datasosi.com/topics/topic-200/ 2026-04-03T02:50:22+00:00 https://datasosi.com/topics/topic-201/ 2026-04-03T02:50:37+00:00 https://datasosi.com/topics/overview-78/ 2026-04-03T02:50:59+00:00 https://datasosi.com/topics/resource-file/ 2026-04-03T02:50:59+00:00 https://datasosi.com/topics/topic-202/ 2026-04-03T03:06:38+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/overview-19/topics/hr-introduction-voiceover/ 2026-04-03T13:31:24+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-1-introduction-core-hr-query-skills/topics/extracting-hr-cohorts-new-hires-active-employees-terminated-employees/ 2026-04-03T14:19:02+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-1-introduction-core-hr-query-skills/topics/joins-employees-%e2%86%92-departments-%e2%86%92-jobs/ 2026-04-03T14:19:04+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-1-introduction-core-hr-query-skills/topics/recruiting-applicants-by-stage-screening-interview-offer/ 2026-04-03T14:19:07+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-1-introduction-core-hr-query-skills/topics/filtering-by-job-title-department-employment-status/ 2026-04-03T14:19:10+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-1-introduction-core-hr-query-skills/topics/retrieving-employee-records/ 2026-04-03T14:19:14+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-2-intermediate-compensation-salary-analytics/topics/joining-employees-%e2%86%92-salaries/ 2026-04-03T14:24:36+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-2-intermediate-compensation-salary-analytics/topics/finding-current-vs-historical-salary/ 2026-04-03T14:24:36+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-2-intermediate-compensation-salary-analytics/topics/attendance-overtime-reporting/ 2026-04-03T14:24:36+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-2-intermediate-compensation-salary-analytics/topics/compensation-analysis/ 2026-04-03T14:24:36+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-2-intermediate-compensation-salary-analytics/topics/turnover-reporting/ 2026-04-03T14:24:37+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-3-advanced-hr-reporting-aggregation-group-by/topics/ranking-employees-within-departments-window-functions/ 2026-04-03T14:48:25+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-3-advanced-hr-reporting-aggregation-group-by/topics/manager-reporting-organizational-structure-self-joins/ 2026-04-03T14:48:29+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-3-advanced-hr-reporting-aggregation-group-by/topics/understanding-hr-reporting-in-sql/ 2026-04-03T14:48:40+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-3-advanced-hr-reporting-aggregation-group-by/topics/filtering-grouped-results-using-having/ 2026-04-03T14:50:00+00:00 https://datasosi.com/courses/sql-for-hr-analytics/lessons/part-3-advanced-hr-reporting-aggregation-group-by/topics/time-based-hr-reporting/ 2026-04-03T14:51:25+00:00 https://datasosi.com/courses/python-data-analysis/lessons/resource-folder-2/topics/overview-79/ 2026-04-03T15:01:25+00:00 https://datasosi.com/topics/topic-203/ 2026-04-03T16:02:04+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-12-capstone/topics/capstone-file-2/ 2026-04-03T18:05:59+00:00 https://datasosi.com/topics/topic-204/ 2026-04-06T17:13:28+00:00 https://datasosi.com/topics/topic-205/ 2026-04-06T17:13:54+00:00 https://datasosi.com/courses/python-data-analysis/lessons/resource-folder-2/topics/resource-file-2/ 2026-04-06T17:32:56+00:00 https://datasosi.com/topics/resource-file-3/ 2026-04-06T17:33:37+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/resource-folder-3/topics/resource-file-4/ 2026-04-06T17:36:05+00:00 https://datasosi.com/topics/topic-207/ 2026-04-06T17:49:02+00:00 https://datasosi.com/topics/topic-206/ 2026-04-06T17:49:12+00:00 https://datasosi.com/topics/topic-209/ 2026-04-06T17:49:26+00:00 https://datasosi.com/topics/topic-210/ 2026-04-06T17:50:06+00:00 https://datasosi.com/topics/topic-208/ 2026-04-06T17:50:36+00:00 https://datasosi.com/topics/topic-211/ 2026-04-06T17:50:49+00:00 https://datasosi.com/topics/topic-212/ 2026-04-06T17:51:41+00:00 https://datasosi.com/topics/topic-213/ 2026-04-06T17:52:09+00:00 https://datasosi.com/topics/topic-214/ 2026-04-06T17:52:31+00:00 https://datasosi.com/topics/topic-215/ 2026-04-06T17:52:32+00:00 https://datasosi.com/topics/topic-217/ 2026-04-06T17:52:45+00:00 https://datasosi.com/topics/topic-216/ 2026-04-06T17:52:59+00:00 https://datasosi.com/topics/topic-218/ 2026-04-07T13:39:33+00:00 https://datasosi.com/topics/topic-219/ 2026-04-07T14:09:00+00:00 https://datasosi.com/topics/topic-220/ 2026-04-07T14:37:18+00:00 https://datasosi.com/topics/topic-221/ 2026-04-07T14:37:29+00:00 https://datasosi.com/topics/topic-222/ 2026-04-07T14:37:59+00:00 https://datasosi.com/topics/topic-223/ 2026-04-09T12:38:20+00:00 https://datasosi.com/topics/topic-224/ 2026-04-09T12:38:34+00:00 https://datasosi.com/topics/topic-225/ 2026-04-09T12:39:07+00:00 https://datasosi.com/topics/topic-226/ 2026-04-09T12:39:23+00:00 https://datasosi.com/topics/topic-227/ 2026-04-09T12:39:50+00:00 https://datasosi.com/topics/topic-228/ 2026-04-09T12:40:05+00:00 https://datasosi.com/topics/topic-229/ 2026-04-09T12:41:01+00:00 https://datasosi.com/topics/topic-230/ 2026-04-09T12:41:29+00:00 https://datasosi.com/topics/topic-231/ 2026-04-09T12:41:30+00:00 https://datasosi.com/topics/topic-232/ 2026-04-09T12:41:41+00:00 https://datasosi.com/topics/topic-233/ 2026-04-09T12:41:56+00:00 https://datasosi.com/topics/topic-234/ 2026-04-09T12:42:21+00:00 https://datasosi.com/topics/topic-235/ 2026-04-09T12:45:27+00:00 https://datasosi.com/topics/topic-236/ 2026-04-09T12:45:41+00:00 https://datasosi.com/topics/topic-237/ 2026-04-09T14:32:41+00:00 https://datasosi.com/courses/eda-python/lessons/unit-8-capstone/topics/capstone-file-4/ 2026-04-09T14:53:30+00:00 https://datasosi.com/topics/topic-238/ 2026-04-09T15:31:29+00:00 https://datasosi.com/courses/eda-python/lessons/resourse-folder/topics/overview-80/ 2026-04-09T15:33:35+00:00 https://datasosi.com/topics/unit-1-python-foundations/ 2026-04-10T10:06:09+00:00 https://datasosi.com/topics/unit-2-working-with-data-containers/ 2026-04-10T10:06:43+00:00 https://datasosi.com/topics/unit-3-decision-making-automation-logic/ 2026-04-10T10:07:17+00:00 https://datasosi.com/topics/unit-4-functions-reusable-workflows/ 2026-04-10T10:08:20+00:00 https://datasosi.com/topics/unit-5-modules-installing-tools/ 2026-04-10T10:09:04+00:00 https://datasosi.com/topics/topic-239/ 2026-04-10T10:09:46+00:00 https://datasosi.com/topics/topic-240/ 2026-04-10T10:09:47+00:00 https://datasosi.com/topics/unit-6-working-with-files-data-sources/ 2026-04-10T10:10:16+00:00 https://datasosi.com/topics/topic-241/ 2026-04-10T10:10:58+00:00 https://datasosi.com/topics/topic-242/ 2026-04-10T10:10:59+00:00 https://datasosi.com/topics/unit-7-error-handling-writing-safe-code/ 2026-04-10T10:11:20+00:00 https://datasosi.com/topics/topic-243/ 2026-04-10T10:11:56+00:00 https://datasosi.com/topics/unit-8-object-oriented-python-for-career-growth/ 2026-04-10T10:12:09+00:00 https://datasosi.com/topics/topic-245/ 2026-04-10T19:31:05+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-4-functions-reusable-workflows-2/ 2026-04-10T21:55:13+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-6-working-with-files-data-sources-2/ 2026-04-10T22:28:51+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-7-error-handling-writing-safe-code-2/ 2026-04-10T22:37:32+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-8-object-oriented-python-for-career-growth-2/ 2026-04-10T22:41:55+00:00 https://datasosi.com/topics/topic-244/ 2026-04-14T06:50:31+00:00 https://datasosi.com/topics/topic-246/ 2026-04-14T06:51:29+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-1-python-foundations-2/ 2026-04-15T17:02:30+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-2-working-with-data-containers-2/ 2026-04-15T17:25:30+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-9-capstone-project/topics/capstone-file-3/ 2026-04-16T18:14:25+00:00 https://datasosi.com/topics/subquery-vs-cte-vs-derived-table-comparison/ 2026-04-18T17:26:11+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-3-decision-making-automation-logic-2/ 2026-04-18T18:15:37+00:00 https://datasosi.com/topics/nested-subqueries/ 2026-04-18T18:19:42+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-1-introduction-to-python/topics/unit-5-modules-installing-tools-2/ 2026-04-18T18:33:22+00:00 https://datasosi.com/courses/eda-python/lessons/resourse-folder/topics/resource-file-5/ 2026-04-19T18:37:52+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-part-1/topics/overview-81/ 2026-04-19T18:38:43+00:00 https://datasosi.com/topics/overview-82/ 2026-04-20T10:42:31+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-1-classes-objects-methods/ 2026-04-20T10:51:59+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-2-inheritance-code-reuse/ 2026-04-20T11:03:45+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-3-iterators-custom-iteration/ 2026-04-20T11:07:36+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-4-generators-lazy-data-processing/ 2026-04-20T11:16:00+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-5-list-dictionary-set-comprehensions/ 2026-04-20T11:24:44+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-7-multithreading-for-i-o-tasks/ 2026-04-20T13:23:50+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-8-multiprocessing-for-cpu-heavy-work/ 2026-04-20T13:36:26+00:00 https://datasosi.com/topics/topic-247/ 2026-04-20T19:33:43+00:00 https://datasosi.com/topics/resource-file-7/ 2026-04-20T19:33:53+00:00 https://datasosi.com/topics/overview-83/ 2026-04-20T19:36:09+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-2-intermediate-python/topics/unit-6-decorators-function-wrapping/ 2026-04-22T20:13:29+00:00 https://datasosi.com/topics/topic-248/ 2026-04-22T20:27:02+00:00 https://datasosi.com/topics/topic-249/ 2026-04-22T20:27:16+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-part-2/topics/overview-84/ 2026-04-22T21:13:01+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-8-build-your-own-workflow/ 2026-04-23T15:43:00+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-1-advanced-oop-design-patterns/ 2026-04-23T16:09:28+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-2-working-with-apis-json-data/ 2026-04-23T16:10:53+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-3-advanced-file-handling-data-pipelines/ 2026-04-23T16:14:12+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-4-pandas-for-professional-data-analysis/ 2026-04-23T16:16:24+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-6-data-visualization-for-business-communication/ 2026-04-23T16:16:56+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-7-practical-automation-for-everyday-work/ 2026-04-23T16:17:24+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/part-3-advance-python/topics/unit-5-numpy-efficient-computation/ 2026-04-23T16:31:46+00:00 https://datasosi.com/topics/topic-250/ 2026-04-24T18:07:10+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-4/topics/resource-file-10/ 2026-04-24T18:10:46+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-part-1/topics/resource-file-6/ 2026-04-24T18:10:56+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-part-2/topics/resource-file-8/ 2026-04-24T18:11:11+00:00 https://datasosi.com/topics/resource-file-9/ 2026-04-24T18:11:52+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/resource-folder-4/topics/overview-85/ 2026-04-25T03:27:56+00:00 https://datasosi.com/topics/topic-251/ 2026-04-25T04:43:58+00:00 https://datasosi.com/topics/topic-252/ 2026-04-25T04:44:12+00:00 https://datasosi.com/topics/topic-253/ 2026-04-27T17:27:18+00:00 https://datasosi.com/topics/resource-file-11/ 2026-04-27T17:27:27+00:00 https://datasosi.com/topics/topic-254/ 2026-04-27T17:27:36+00:00 https://datasosi.com/topics/overview-86/ 2026-04-27T17:27:42+00:00 https://datasosi.com/topics/topic-255/ 2026-04-27T17:32:55+00:00 https://datasosi.com/topics/topic-256/ 2026-04-27T17:33:07+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-9-capstone-project-2/topics/overview-87/ 2026-04-27T18:07:07+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/resource-folder-5/topics/resource-file-12/ 2026-04-27T18:29:57+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-9-capstone-project-2/topics/capstone-file-5/ 2026-04-27T18:30:11+00:00 https://datasosi.com/courses/foundation-of-python/lessons/unit-1-level-1-your-game-developer-toolbox/topics/what-are-modules-and-why-should-you-care/ 2026-04-30T20:15:56+00:00 https://datasosi.com/topics/topic-257/ 2026-05-12T18:36:27+00:00 https://datasosi.com/topics/topic-258/ 2026-05-15T08:10:12+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/core-retrieval-commands-the-foundation/topics/sql-order-by/ 2026-05-23T15:38:11+00:00 https://datasosi.com/topics/topic-259/ 2026-05-27T13:54:56+00:00 https://datasosi.com/topics/topic-260/ 2026-05-27T13:55:19+00:00 https://datasosi.com/topics/capstone-file-6/ 2026-05-27T15:20:38+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-9-capstone-project-3/topics/overview-88/ 2026-05-27T15:26:53+00:00 https://datasosi.com/topics/capstone-file-7/ 2026-05-27T15:31:28+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/resource-folder-7/topics/resource-file-14/ 2026-05-27T15:34:55+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-9-capstone-project-3/topics/capstone-file-8/ 2026-05-27T15:38:51+00:00 https://datasosi.com/courses/python-ai-promting/lessons/resource-folder-6/topics/resource-file-13/ 2026-05-30T12:27:20+00:00 https://datasosi.com/topics/topic-261/ 2026-06-02T19:11:53+00:00 https://datasosi.com/courses/python-realworld-project/lessons/unit-8-capstone-project/topics/overview-89/ 2026-06-02T19:16:42+00:00 https://datasosi.com/courses/python-for-data-visualization/lessons/capston-project/topics/overview-90/ 2026-06-09T20:45:31+00:00 https://datasosi.com/courses/python-for-data-visualization/lessons/capston-project/topics/capston-file/ 2026-06-10T15:56:15+00:00 https://datasosi.com/courses/python-realworld-project/lessons/unit-8-capstone-project/topics/capstone-file-9/ 2026-06-10T15:57:02+00:00 https://datasosi.com/courses/python-for-data-visualization/lessons/resource-folder-8/topics/resource-file-15/ 2026-06-10T15:58:50+00:00 https://datasosi.com/topics/topic-263/ 2026-06-14T21:00:28+00:00 https://datasosi.com/topics/topic-262/ 2026-06-14T21:02:08+00:00 https://datasosi.com/topics/topic-264/ 2026-06-14T21:02:29+00:00 https://datasosi.com/courses/bootcamp/lessons/module-1/topics/voiceover-of-module-1/ 2026-06-14T21:16:41+00:00 https://datasosi.com/courses/bootcamp/lessons/module-2/topics/voiceover-of-module-2/ 2026-06-14T21:18:24+00:00 https://datasosi.com/courses/bootcamp/lessons/module-5/topics/voiceover-of-module-5/ 2026-06-14T21:22:54+00:00 https://datasosi.com/courses/bootcamp/lessons/overview-61/topics/voiceover-of-overview/ 2026-06-14T21:26:44+00:00 https://datasosi.com/courses/bootcamp/lessons/module-3/topics/voiceover-of-module-3/ 2026-06-14T21:31:06+00:00 https://datasosi.com/courses/bootcamp/lessons/module-6/topics/voiceover-of-module-6/ 2026-06-14T21:34:40+00:00 https://datasosi.com/courses/bootcamp/lessons/module-4/topics/voiceover-of-module-4/ 2026-06-14T21:41:28+00:00 https://datasosi.com/topics/topic-265/ 2026-06-22T18:18:46+00:00 https://datasosi.com/courses/sql-basics/lessons/part-1-what-sql-is-how-it-thinks/topics/voiceover-of-lecture-part-1-2/ 2026-06-25T07:09:59+00:00 https://datasosi.com/courses/sql-basics/lessons/part-2-getting-data-out-of-a-table-core-select-skills/topics/voiceover-of-lecture-part-2/ 2026-06-25T07:11:49+00:00 https://datasosi.com/courses/sql-basics/lessons/part-3-filtering-rows-with-where/topics/voiceover-of-lecture-part-3/ 2026-06-25T07:12:42+00:00 https://datasosi.com/courses/sql-basics/lessons/part-4-joining-tables-together-the-power-of-join/topics/voiceover-of-lecture-part-4-2/ 2026-06-25T07:14:37+00:00 https://datasosi.com/courses/sql-basics/lessons/part-5-group-by-turning-rows-into-summaries/topics/voiceover-of-lecture-part-5/ 2026-06-25T07:16:16+00:00 https://datasosi.com/courses/sql-basics/lessons/part-6-having-filtering-groups-after-theyre-created/topics/voiceover-of-lecture-part-6/ 2026-06-25T07:17:25+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/window-functions/ 2026-06-25T08:29:08+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/ctes-and-recursive-ctes/ 2026-06-25T08:29:28+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/conditional-logic-analytical-patterns-in-sql/ 2026-06-25T08:29:58+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/how-sql-actually-executes-a-query/ 2026-06-25T08:31:53+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/handling-inconsistent-categorical-values/ 2026-06-25T08:32:31+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-3-advanced-sql-for-analytics-bi-and-data-engineering/topics/detecting-and-fixing-data-anomalies/ 2026-06-25T08:32:34+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/cohort-analysis/ 2026-06-25T10:43:57+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/rolling-averages/ 2026-06-25T10:44:01+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/window-functions-rank-lag-lead/ 2026-06-25T10:44:04+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/kpi-queries/ 2026-06-25T10:44:07+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/dashboard-ready-queries/ 2026-06-25T10:44:22+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-1-introduction-sql-for-data-analysis-bi/topics/data-segmentation-group-based-analysis/ 2026-06-25T10:46:51+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/data-validation-quality-checks/ 2026-06-25T10:57:21+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/slowly-changing-dimensions/ 2026-06-25T10:57:29+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/deduplication/ 2026-06-25T10:57:36+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/incremental-loads/ 2026-06-25T10:57:41+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/etl-elt-patterns/ 2026-06-25T10:57:49+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-2-intermediate-sql-for-data-engineering/topics/sql-in-pipelines-airflow-dbt-examples/ 2026-06-25T11:01:15+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/feature-engineering/ 2026-06-25T11:10:31+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/time-series-transformations/ 2026-06-25T11:10:34+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/aggregation-pipelines/ 2026-06-25T11:10:44+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/label-creation/ 2026-06-25T11:10:46+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/train-test-dataset-preparation/ 2026-06-25T11:10:50+00:00 https://datasosi.com/courses/sql-data-analytics/lessons/part-3-advance-sql-for-machine-learning/topics/feature-selection-model-ready-tables/ 2026-06-25T11:10:52+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/introduction-to-revops-and-sql/ 2026-06-27T06:02:43+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/leads-and-campaign-data/ 2026-06-27T06:03:15+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/accounts-and-contacts/ 2026-06-27T06:11:20+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/filtering-revenue-data-where/ 2026-06-27T06:11:30+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/aggregating-metrics-count-sum-avg/ 2026-06-27T06:11:43+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-1-introduction-understanding-revenue-data/topics/basic-revops-reporting/ 2026-06-27T06:11:55+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/lead-to-opportunity-conversion/ 2026-06-27T06:17:14+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/lead-to-opportunity-conversion-2/ 2026-06-27T06:17:33+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/sales-performance/ 2026-06-27T06:17:57+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/marketing-attribution/ 2026-06-27T06:18:15+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/activity-and-engagement-analysis/ 2026-06-27T06:18:31+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-2-intermediate-pipeline-and-conversion-analytics/topics/revenue-forecasting/ 2026-06-27T06:18:44+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/cohort-analysis-2/ 2026-06-27T06:19:25+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/customer-lifetime-value-clv/ 2026-06-27T06:19:51+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/churn-and-retention/ 2026-06-27T06:20:00+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/sales-velocity-and-bottlenecks/ 2026-06-27T06:20:23+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/executive-dashboards-and-kpis/ 2026-06-27T06:20:45+00:00 https://datasosi.com/courses/sql-for-revops-analytics/lessons/part-3-advanced/topics/end-to-end-funnel-analysis/ 2026-06-27T06:22:50+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/risk-stratification/ 2026-06-27T06:31:44+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/extracting-clinical-cohorts/ 2026-06-27T06:31:46+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/joining-encounters-%e2%86%92-diagnoses-%e2%86%92-procedures/ 2026-06-27T06:31:51+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/filtering-by-icd-10-codes/ 2026-06-27T06:31:57+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/appointment-no-show-analysis/ 2026-06-27T06:32:01+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-1-introduction-to-basic-healthcare-queries/topics/patient-demographics-analysis/ 2026-06-27T06:32:06+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/preventive-care-gaps/ 2026-06-27T06:48:26+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/chronic-disease-registries/ 2026-06-27T06:48:30+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/population-health-aggregates/ 2026-06-27T06:48:32+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/readmission-logic-30-day-7-day-rolling-windows/ 2026-06-27T06:48:36+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/encounter-timelines/ 2026-06-27T06:48:40+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-2-intermediate-time-utilization-analytics/topics/length-of-stay-calculations/ 2026-06-27T06:48:43+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/appointment-no-show-patterns/ 2026-06-27T06:52:53+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/provider-productivity/ 2026-06-27T06:52:57+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/visit-volumes-and-forecasting/ 2026-06-27T06:53:02+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/claims-grouping/ 2026-06-27T06:53:22+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/allowed-vs-paid-amount-analysis/ 2026-06-27T06:53:57+00:00 https://datasosi.com/courses/sql-for-healthcare/lessons/part-3-advance-operational-scheduling-analytics/topics/cost-per-patient-and-cost-per-encounter/ 2026-06-27T06:54:16+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/how-marketing-data-connects-across-customers-sessions-campaigns-and-purchases/ 2026-06-27T07:37:31+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/the-customer-journey-and-marketing-funnel-data/ 2026-06-27T07:37:36+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/key-marketing-fields-acquisition-channel-campaign_id-conversion_flag-order_value/ 2026-06-27T07:37:39+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/how-crm-marketing-automation-and-ad-platforms-store-data/ 2026-06-27T07:37:43+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/customer-level-vs-campaign-level-vs-transaction-level-data/ 2026-06-27T07:37:47+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-1-introduction-marketing-data-foundations/topics/understanding-marketing-analytics-tables/ 2026-06-27T07:37:51+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/retrieving-customer-and-campaign-data-using-select/ 2026-06-27T08:22:53+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/filtering-marketing-data-with-where-conditions/ 2026-06-27T08:24:15+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/joining-customers-orders-and-campaign-tables/ 2026-06-27T08:24:41+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/aggregating-marketing-metrics-using-group-by-and-having/ 2026-06-27T08:25:21+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/identifying-high-value-customers-and-repeat-buyers/ 2026-06-27T08:25:47+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-2-intermediate-marketing-sql-queries/topics/analyzing-campaign-engagement-and-website-sessions/ 2026-06-27T08:30:39+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/conversion-funnel-and-attribution-analysis/ 2026-06-27T08:34:56+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/customer-lifetime-value-and-revenue-analysis/ 2026-06-27T08:35:16+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/building-marketing-performance-dashboards-with-sql/ 2026-06-27T08:35:18+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/campaign-performance-analysis-and-roi-reporting/ 2026-06-27T08:37:17+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/customer-segmentation-and-cohort-analysis/ 2026-06-27T08:39:01+00:00 https://datasosi.com/courses/sql-marketing/lessons/part-3-advances-marketing-analytics-reporting/topics/retention-churn-and-repeat-purchase-analysis/ 2026-06-27T08:40:40+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/understanding-supply-chain-analytics-tables/ 2026-06-27T09:49:41+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/product-level-vs-supplier-level-vs-inventory-level-vs-order-level-data/ 2026-06-27T09:49:44+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/how-procurement-warehouse-logistics-and-order-management-systems-store-data/ 2026-06-27T09:49:48+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/key-supply-chain-fields/ 2026-06-27T09:49:51+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/the-flow-of-supply-chain-data/ 2026-06-27T09:49:57+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-1-supply-chain-data-foundations-introduction/topics/how-supply-chain-data-connects-across-tables/ 2026-06-27T09:49:59+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/filtering-supply-chain-records-with-where-conditions/ 2026-06-27T10:05:46+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/retrieving-product-supplier-inventory-and-order-data-using-select/ 2026-06-27T10:05:49+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/joining-products-suppliers-warehouses-purchase-orders-and-shipments/ 2026-06-27T10:06:05+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/analyzing-stock-availability-purchase-activity-and-order-fulfillment/ 2026-06-27T10:06:35+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/aggregating-supply-chain-metrics-using-group-by-and-having/ 2026-06-27T10:07:21+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-2-intermediate-supply-chain-sql-queries/topics/identifying-low-stock-items-delayed-deliveries-backorders-and-high-volume-products/ 2026-06-27T10:07:30+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/supplier-performance-analysis-and-lead-time-reporting/ 2026-06-27T10:08:02+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/inventory-analysis-stock-movement-and-reorder-monitoring/ 2026-06-27T10:08:14+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/warehouse-performance-and-product-flow-analysis/ 2026-06-27T10:08:28+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/purchase-order-and-procurement-trend-analysis/ 2026-06-27T10:08:40+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/shipment-delivery-and-logistics-performance-analysis/ 2026-06-27T10:08:53+00:00 https://datasosi.com/courses/sql-supply-chain/lessons/part-3-advanced-supply-chain-analytics-reporting/topics/demand-fulfillment-and-backorder-analysis/ 2026-06-27T10:09:05+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/explore-journal_entries-to-see-how-transactions-are-recorded/ 2026-06-27T10:31:58+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/query-the-accounts-table-to-understand-financial-classifications-understanding-the-accounts-table/ 2026-06-27T10:32:00+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/filter-data-using-financial_periods-to-analyze-transactions-over-time/ 2026-06-27T10:32:05+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/retrieve-data-from-the-general_ledger-to-understand-financial-summaries/ 2026-06-27T10:32:38+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/examine-customers-and-vendors-to-understand-business-relationships/ 2026-06-27T10:33:20+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-1-introduction-financial-data-foundations/topics/explore-invoices-payments-and-bills-to-understand-revenue-and-expense-flows/ 2026-06-27T10:33:36+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/aggregate-financial-data-using-group-by-and-having-to-calculate-totals/ 2026-06-27T10:40:04+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/use-bills-and-payments-to-analyze-accounts-payable/ 2026-06-27T10:40:09+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/use-payments-and-invoices-to-identify-outstanding-receivables/ 2026-06-27T10:40:12+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/combine-journal_entries-accounts-and-general_ledger-to-trace-transactions/ 2026-06-27T10:40:14+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/join-invoices-and-customers-to-analyze-revenue-by-customer/ 2026-06-27T10:40:29+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-2-intermediate-financial-sql-queries/topics/join-bills-and-vendors-to-analyze-expenses-by-supplier/ 2026-06-27T10:45:31+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/build-an-income-statement-using-general_ledger-and-accounts/ 2026-06-27T10:53:22+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/generate-balance-sheet-views-from-categorized-accounts/ 2026-06-27T10:53:38+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/perform-cash-flow-analysis-using-bank_transactions-and-payments/ 2026-06-27T10:53:59+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/conduct-accounts-receivable-aging-using-invoices-and-payments/ 2026-06-27T10:54:15+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/analyze-accounts-payable-using-bills-and-vendor-data/ 2026-06-27T10:54:40+00:00 https://datasosi.com/courses/sql-accounting-and-finance/lessons/part-3-advanced-financial-analytics-reporting/topics/detect-anomalies-and-unusual-transactions-using-journal_entries-patterns/ 2026-06-27T10:55:09+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/counting-and-summarizing-data-count-sum-avg/ 2026-06-27T11:34:20+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/sorting-and-limiting-results-order-by-limit/ 2026-06-27T11:34:24+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/filtering-business-data-where/ 2026-06-27T11:34:27+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/writing-your-first-sql-queries-select/ 2026-06-27T11:34:30+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/customers-orders-and-products-overview/ 2026-06-27T11:34:33+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-1-introduction-business-data-foundations/topics/understanding-business-data-tables/ 2026-06-27T11:34:37+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/marketing-and-website-analytics/ 2026-06-27T11:42:24+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/sales-and-revenue-analysis/ 2026-06-27T11:42:27+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/customer-behavior-analysis/ 2026-06-27T11:42:30+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/filtering-aggregated-results-having/ 2026-06-27T11:42:32+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/joining-tables-customers-orders-products/ 2026-06-27T11:42:37+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-2-intermediate-business-data-analysis/topics/aggregating-business-metrics-group-by/ 2026-06-27T11:43:58+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/marketing-performance-and-roi/ 2026-06-27T11:51:06+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/customer-segmentation-and-lifetime-value/ 2026-06-27T12:38:53+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/sales-trends-and-growth-analysis/ 2026-06-27T12:39:19+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/employee-and-department-performance/ 2026-06-27T12:39:27+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/financial-analysis-revenue-payments-profit/ 2026-06-27T12:39:31+00:00 https://datasosi.com/courses/sql-foundations-for-business/lessons/part-3-advanced-business-insights-decision-making/topics/business-reporting-and-decision-support/ 2026-06-27T12:39:34+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/6-counting-and-summarizing-security-events/ 2026-06-27T14:19:20+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/5-sorting-and-limiting-log-results/ 2026-06-27T14:19:28+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/4-filtering-security-logs-with-whererename/ 2026-06-27T14:19:33+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/3-writing-your-first-sql-queries-for-security-data/ 2026-06-27T14:19:37+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/2-users-assets-and-authentication-logs-overview/ 2026-06-27T14:19:42+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-1-introduction-cybersecurity-log-foundations-2/topics/1-understanding-cybersecurity-data-tables/ 2026-06-27T14:19:47+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/1-joining-security-tables-users-assets-and-logs/ 2026-06-27T14:38:09+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/2-aggregating-security-metrics-with-group-by/ 2026-06-27T14:38:22+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/3-filtering-aggregated-security-results-with-having/ 2026-06-27T14:38:47+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/4-authentication-and-access-analysis/ 2026-06-27T14:39:07+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/5-endpoint-and-network-event-analysis/ 2026-06-27T14:39:22+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-2-intermediate-cybersecurity-log-analysis/topics/6-windows-linux-and-cloud-activity-analysis/ 2026-06-27T14:42:19+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/1-threat-detection-and-suspicious-activity-identification/ 2026-06-27T15:48:04+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/2-user-behavior-and-access-pattern-analysis/ 2026-06-27T15:48:23+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/3-endpoint-threat-and-malware-investigation/ 2026-06-27T15:48:37+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/4-network-threat-analysis-and-intrusion-detection/ 2026-06-27T15:49:00+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/5-cloud-security-and-privileged-activity-monitoring/ 2026-06-27T15:49:12+00:00 https://datasosi.com/courses/sql-for-cybersecurity-log-analytics/lessons/part-3-advanced-cybersecurity-investigation-decision-making/topics/6-incident-reporting-and-security-decision-support/ 2026-06-27T15:49:28+00:00 https://datasosi.com/topics/topic-266/ 2026-06-27T18:37:35+00:00 https://datasosi.com/courses/python-for-working-professionals/lessons/overview-43/topics/voiceover-of-overview-2/ 2026-06-27T18:38:29+00:00 https://datasosi.com/topics/topic-267/ 2026-06-27T18:49:28+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-1-working-with-data/topics/voiceover-of-unit-1/ 2026-06-27T18:51:26+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/1-introduction-to-ai-for-sql/ 2026-06-28T17:07:26+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/2-prompting-ai-for-sql/ 2026-06-28T17:07:38+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/3-understanding-ai-generated-sql/ 2026-06-28T17:08:08+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/4-ai-for-writing-sql-queries/ 2026-06-28T17:08:43+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/5-ai-for-debugging-sql/ 2026-06-28T17:09:05+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-1-foundations-ai-sql-thinking/topics/6-ai-for-data-exploration/ 2026-06-30T19:24:27+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/2-ai-for-joins-and-multi-table-analysis/ 2026-06-30T19:31:26+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/6-ai-assisted-sql-workflow-end-to-end/ 2026-06-30T19:32:25+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/5-ai-for-explaining-results/ 2026-06-30T19:32:34+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/4-ai-for-business-problem-solving/ 2026-06-30T19:32:38+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/1-hallucinations-in-ai/ 2026-06-30T19:38:44+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/3-ai-for-filtering-and-advanced-logic/ 2026-06-30T19:39:25+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-2-applied-ai-sql-workflows/topics/1-ai-for-aggregation-business-metrics/ 2026-06-30T19:39:26+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/2-data-privacy-security/ 2026-06-30T19:43:39+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/3-legal-considerations/ 2026-06-30T19:44:50+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/4-ethical-use-of-ai-in-analytics/ 2026-06-30T19:49:18+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/6-human-oversight-and-accountability/ 2026-06-30T19:51:22+00:00 https://datasosi.com/courses/sql-ai-assisted/lessons/part-3-risks-ethics-responsible-ai-use/topics/5-when-not-to-use-ai/ 2026-06-30T19:52:18+00:00 https://datasosi.com/courses/python-ai-promting/lessons/overview-55/topics/voiceover-of-overview-3/ 2026-06-30T19:59:49+00:00 https://datasosi.com/courses/python-for-data-visualization/lessons/overview-59/topics/voiceover-of-overview-4/ 2026-06-30T20:03:29+00:00 https://datasosi.com/topics/topic-268/ 2026-06-30T20:09:07+00:00 https://datasosi.com/topics/topic-270/ 2026-06-30T20:09:49+00:00 https://datasosi.com/topics/topic-269/ 2026-06-30T20:10:03+00:00 https://datasosi.com/topics/topic-271/ 2026-06-30T20:10:47+00:00 https://datasosi.com/topics/topic-273/ 2026-06-30T20:11:09+00:00 https://datasosi.com/topics/topic-272/ 2026-06-30T20:14:35+00:00 https://datasosi.com/courses/python-data-analysis/lessons/overview-36/topics/voiceover-of-overview-5/ 2026-06-30T20:19:14+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-2-numpy-fundamentals/topics/voiceover-of-unit-2/ 2026-06-30T20:20:55+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-3-introduction-to-pandas/topics/voiceover-of-unit-3/ 2026-06-30T20:23:51+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-5-transformation/topics/voiceover-of-unit-5/ 2026-06-30T20:24:47+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-4-data-cleaning/topics/voiceover-of-unit-4/ 2026-06-30T20:25:50+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-6-learning-to-visualize-with-matplotlib/topics/voiceover-of-unit-6/ 2026-06-30T20:30:03+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-7-learning-to-visualize-with-seaborn/topics/voiceover-of-unit-7/ 2026-06-30T20:30:25+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-8-join/topics/voiceover-of-unit-8/ 2026-06-30T20:31:05+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-9-datetime/topics/voiceover-of-unit-9/ 2026-06-30T20:31:19+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-10-cattext/topics/voiceover-of-unit-10/ 2026-06-30T20:31:49+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-11-numeric/topics/voiceover-of-unit-11/ 2026-06-30T20:32:06+00:00 https://datasosi.com/courses/python-data-analysis/lessons/unit-12-capstone/topics/voiceover-of-unit-12/ 2026-06-30T20:34:40+00:00 https://datasosi.com/topics/topic-274/ 2026-07-02T17:16:58+00:00 https://datasosi.com/topics/topic-275/ 2026-07-02T17:57:22+00:00 https://datasosi.com/topics/topic-276/ 2026-07-02T17:57:38+00:00 https://datasosi.com/topics/topic-277/ 2026-07-02T17:57:50+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-9-capstone-project/topics/voiceover-of-unit-9-2/ 2026-07-02T17:58:55+00:00 https://datasosi.com/topics/topic-278/ 2026-07-02T18:30:56+00:00 https://datasosi.com/topics/topic-279/ 2026-07-02T18:31:17+00:00 https://datasosi.com/topics/topic-280/ 2026-07-02T18:31:32+00:00 https://datasosi.com/topics/topic-281/ 2026-07-02T18:31:54+00:00 https://datasosi.com/topics/topic-282/ 2026-07-02T18:32:18+00:00 https://datasosi.com/topics/topic-283/ 2026-07-06T10:27:58+00:00 https://datasosi.com/courses/python-basics/lessons/overview-54/topics/voiceover-of-overview-7/ 2026-07-06T11:21:44+00:00 https://datasosi.com/topics/topic-284/ 2026-07-06T11:26:36+00:00 https://datasosi.com/courses/python-for-game-development/lessons/overview-49/topics/voiceover-of-overview-9/ 2026-07-06T11:29:41+00:00 https://datasosi.com/courses/game-builder/lessons/overview-52/topics/voiceover-of-overview-8/ 2026-07-06T11:30:51+00:00 https://datasosi.com/topics/topic-285/ 2026-07-06T11:47:08+00:00 https://datasosi.com/courses/data-skills-with-python/lessons/overview-57/topics/voiceover-of-overview-10/ 2026-07-06T11:49:08+00:00 https://datasosi.com/courses/python-realworld-project/lessons/overview-56/topics/voiceover-of-overview-11/ 2026-07-06T12:35:39+00:00 https://datasosi.com/topics/topic-286/ 2026-07-06T12:39:29+00:00 https://datasosi.com/courses/data-storytelling/lessons/overview-58/topics/voiceover-of-overview-12/ 2026-07-06T14:51:02+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/overview-38/topics/voiceover-of-overview-6/ 2026-07-06T15:06:54+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-3-data-types-format-errors/topics/voiceover-of-unit-3-2/ 2026-07-06T15:13:41+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-1-the-anatomy-of-dirty-data/topics/voiceover-of-unit-1-2/ 2026-07-06T15:14:09+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-4-outliers-invalid-values/topics/voiceover-of-unit-4-2/ 2026-07-06T17:16:29+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-5-duplicate-records/topics/voiceover-of-unit-5-2/ 2026-07-06T17:16:40+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-6-string-cleaning-text-standardisation/topics/voiceover-of-unit-6-2/ 2026-07-06T17:17:26+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-7-the-leakage-safe-cleaning-rule/topics/voiceover-of-unit-7-2/ 2026-07-06T17:17:41+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-8-reshaping-merge-pivot-melt/topics/voieover-of-unit-8/ 2026-07-06T17:17:57+00:00 https://datasosi.com/courses/data-cleaning-and-wrangling/lessons/unit-2-missing-data-detect-understand-fix/topics/voiceover-of-unit-2-2/ 2026-07-06T17:22:21+00:00 https://datasosi.com/topics/topic-287/ 2026-07-06T17:29:18+00:00 https://datasosi.com/courses/eda-python/lessons/overview-42/topics/voiceover-of-overview-13/ 2026-07-06T17:35:00+00:00 https://datasosi.com/courses/eda-python/lessons/unit-1-what-is-eda/topics/voiceover-of-unit-1-3/ 2026-07-06T17:37:14+00:00 https://datasosi.com/courses/eda-python/lessons/unit-2-univariate-nongraphical/topics/voiceover-of-unit-2-3/ 2026-07-06T17:37:34+00:00 https://datasosi.com/courses/eda-python/lessons/unit-3-univariate-graphical/topics/voiceover-of-unit-3-3/ 2026-07-06T17:39:00+00:00 https://datasosi.com/courses/eda-python/lessons/unit-4-multivariate-nongraphical/topics/voiceover-of-unit-4-3/ 2026-07-06T17:39:42+00:00 https://datasosi.com/courses/eda-python/lessons/unit-5-multivariate-graphical/topics/voiceover-of-unit-5-3/ 2026-07-06T17:40:58+00:00 https://datasosi.com/courses/eda-python/lessons/unit-6-imbalanced-categorical/topics/voiceover-of-unit-6-3/ 2026-07-06T17:41:14+00:00 https://datasosi.com/courses/eda-python/lessons/unit-7-report-communication/topics/voiceover-of-unit-7-3/ 2026-07-06T17:41:32+00:00 https://datasosi.com/courses/eda-python/lessons/unit-8-capstone/topics/voiceover-of-unit-8-2/ 2026-07-06T17:44:24+00:00 https://datasosi.com/topics/topic-288/ 2026-07-06T17:58:49+00:00 https://datasosi.com/topics/topic-289/ 2026-07-06T18:01:33+00:00 https://datasosi.com/topics/topic-290/ 2026-07-06T18:04:10+00:00 https://datasosi.com/topics/topic-291/ 2026-07-06T18:04:11+00:00 https://datasosi.com/topics/topic-292/ 2026-07-06T18:04:25+00:00 https://datasosi.com/topics/topic-293/ 2026-07-06T18:04:26+00:00 https://datasosi.com/topics/topic-294/ 2026-07-06T18:04:36+00:00 https://datasosi.com/topics/topic-295/ 2026-07-06T18:04:38+00:00 https://datasosi.com/topics/topic-296/ 2026-07-06T18:04:57+00:00 https://datasosi.com/topics/topic-297/ 2026-07-06T18:05:13+00:00 https://datasosi.com/topics/topic-299/ 2026-07-06T18:05:42+00:00 https://datasosi.com/topics/topic-298/ 2026-07-06T18:07:16+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-1-data-splitting-foundations/topics/voiceover-of-unit-1-4/ 2026-07-06T18:19:59+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-3-train-test-split/topics/voiceover-of-unit-3-4/ 2026-07-06T18:24:03+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/overview-47/topics/voiceover-of-overview-14/ 2026-07-06T18:33:28+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-4-missing-data-handling/topics/voieover-of-unit-4/ 2026-07-06T18:35:24+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-6-feature-selection-feature-extraction/topics/voiceover-of-unit-6-4/ 2026-07-06T18:40:39+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-7-imbalanced-data/topics/voiceover-of-unit-7-4/ 2026-07-07T04:02:22+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-8-data-scaling-and-cross-validation-pipeline/topics/voiceover-of-unit-8-3/ 2026-07-07T04:02:57+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-9-capstone-project-2/topics/voiceover-of-unit-9-3/ 2026-07-07T04:03:19+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-2-defining-features-and-target/topics/voiceover-of-unit-2-4/ 2026-07-07T04:05:50+00:00 https://datasosi.com/courses/python-course-data-splitting-and-preprocessing/lessons/unit-5-encoding-feature-engineering/topics/voiceover-of-unit-5-4/ 2026-07-07T04:05:57+00:00 https://datasosi.com/topics/topic-300/ 2026-07-07T04:09:15+00:00 https://datasosi.com/topics/topic-301/ 2026-07-07T04:10:42+00:00 https://datasosi.com/topics/topic-302/ 2026-07-07T04:11:07+00:00 https://datasosi.com/topics/topic-303/ 2026-07-07T04:11:19+00:00 https://datasosi.com/topics/voiceover-of-unit-9-4/ 2026-07-07T04:12:15+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/course-overview-9/topics/voiceover-of-overview-15/ 2026-07-07T04:16:09+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-1-defining-the-problem-selecting-baseline-models/topics/voiceover-of-unit-1-5/ 2026-07-07T04:16:25+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-2-model-training-cross-validation/topics/voiceover-of-unit-2-5/ 2026-07-07T04:16:37+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-3-hyperparameter-tuning-gridsearch-random-bayesian/topics/voiceover-of-unit-3-5/ 2026-07-07T04:16:48+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-4-multi-model-comparison/topics/voiceover-of-unit-4-4/ 2026-07-07T04:17:02+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-5-predicting-evaluation-metrics/topics/voiceover-of-unit-5-5/ 2026-07-07T04:17:16+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-6-visualizing-model-performance/topics/voiceover-of-unit-6-5/ 2026-07-07T04:17:32+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-7-cross-validation-final-model-selection/topics/voiceover-of-unit-7-5/ 2026-07-07T04:17:44+00:00 https://datasosi.com/courses/building-evaluating-and-interpreting-models/lessons/unit-8-model-interpretation-explainability/topics/voiceover-of-unit-8-4/ 2026-07-07T04:17:58+00:00 https://datasosi.com/topics/topic-304/ 2026-07-07T13:45:38+00:00 https://datasosi.com/topics/topic-305/ 2026-07-07T13:45:40+00:00 https://datasosi.com/courses/foundation-of-python/lessons/overview-35/topics/voiceover-of-overview-16/ 2026-07-07T13:46:46+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/core-retrieval-commands-the-foundation/topics/sql-select-top/ 2026-07-11T18:43:29+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/making-results-easier-to-read-2/topics/sql-aliases/ 2026-07-12T11:59:14+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/pattern-matching-and-searching/topics/sql-like/ 2026-07-19T08:27:37+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/pattern-matching-and-searching/topics/sql-wildcards/ 2026-07-19T09:06:56+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/matching-multiple-or-ranged-values/topics/sql-in/ 2026-07-19T09:31:05+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/making-results-easier-to-read-2/topics/sql-comments/ 2026-07-19T10:22:03+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/operators-used-inside-where-2/topics/sql-operators-2/ 2026-07-19T10:39:54+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/subqueries-in-select-calculations-inside-the-result-set/ 2026-07-19T18:16:25+00:00 https://datasosi.com/courses/sql-query-skills-from-basic-select-to-advanced-filtering/lessons/matching-multiple-or-ranged-values/topics/sql-between/ 2026-07-19T18:43:28+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/ctes-common-table-expressions/ 2026-07-19T20:11:05+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/nested-subqueries-2/ 2026-07-19T20:13:16+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/subquery-vs-cte-vs-derived-table-comparison-2/ 2026-07-19T20:15:44+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/subqueries-in-where/ 2026-07-20T06:47:58+00:00 https://datasosi.com/courses/sql-for-intermediate/lessons/subqueries-in-select-where-from/topics/subqueries-in-from/ 2026-07-20T07:00:16+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/indexes/ 2026-07-20T09:16:44+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/execution-plans/ 2026-07-20T10:18:58+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/query-refactoring/ 2026-07-20T10:21:01+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/materialized-views/ 2026-07-20T10:31:12+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/partitioning/ 2026-07-20T10:31:14+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-1-performance/topics/multi-step-queries-using-multiple-ctes-chaining-logic/ 2026-07-20T10:36:15+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/full-join-with-null-logic/ 2026-07-20T11:51:35+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/cross-join/ 2026-07-20T11:54:35+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/intersect/ 2026-07-20T12:15:13+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/except/ 2026-07-20T12:17:38+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/pattern-based-filtering-with-regexp/ 2026-07-20T12:31:37+00:00 https://datasosi.com/courses/sql-advanced/lessons/part-2/topics/dynamic-filtering-with-subqueries/ 2026-07-20T12:34:52+00:00