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Data Engineering for AI and Analytics
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Course Content
Course Overview
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Module 0: Foundations of Data Engineering
Unit 0 : Data Engineering in Modern Systems
3 Topics
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Module 1: Data Foundations and Relational Systems
Unit 1: Understanding Data in Modern Systems
4 Topics
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1 Quiz
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Unit 2: Database Fundamentals
4 Topics
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1 Quiz
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Unit 3: SQL Fundamentals
4 Topics
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1 Quiz
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Unit 4: Database Design
4 Topics
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1 Quiz
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Module 2: Modern Data Platforms and Pipelines
Unit 5: Data Warehouses, Data Lakes & Lakehouses
4 Topics
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1 Quiz
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Unit 6: Foundations of Data Pipelines
4 Topics
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1 Quiz
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Unit 7: Data Orchestration
4 Topics
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1 Quiz
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Module 3: Data Quality, Security, and Governance
Unit 8: Data Quality in Data Engineering
4 Topics
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1 Quiz
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Unit 9: Data Security
4 Topics
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1 Quiz
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Unit 10: Foundations of Organizational Data Governance
4 Topics
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1 Quiz
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Module 4: Scalable and Cloud-Based Data Engineering
Unit 11: Big Data and Distributed Systems
4 Topics
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1 Quiz
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Unit 12: Data Engineering in Cloud Environments
4 Topics
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1 Quiz
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Capstone Project
Unit 13 : Capstone
4 Topics
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Lessons: