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Python Data Analysis
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Course Content
Overview
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Resource Folder
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Module 1 : The Foundations
Unit 1 : Working with Data
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Unit 2 : Numpy Fundamentals
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Module 2 : Data Manipulation with Pandas
Unit 3 : Introduction to Pandas
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Unit 4 : Data Cleaning
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Unit 5 : Transformation
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Module 3 : Visualization
Unit 6 : Learning to Visualize with Matplotlib
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Unit 7 : Learning to Visualize with Seaborn
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Module 4 : The Specialist Toolkit
Unit 8 : Join
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Unit 9 : DateTime
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Unit 10 : CatText
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Unit 11 : Numeric
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Module 5 : The Capstone Project
Unit 12 : Capstone
2 Topics
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Lessons: