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Learn Data Engineering
00 Introduction
Introduction (8:05)
1 The Basics
1.1 Course The Ultimate Introduction to Data Engineering
1.2 Course Fundamentals
1.3 Course Introduction to Python
1.4 Documenting Your Work
Writing Blog Posts
Your GitHub Template (2:43)
GitHub Setup
How I Use GitHub (3:12)
2 Platform & Pipeline Design Fundamentals
2.1 Platform & Pipeline Design
2.2 Platform & Pipeline Security
2.3 Choosing Data Stores
2.4 Schema Design Data Stores
3 Fundamental Tools
3.1 API Design with FastAPI
3.2 Apache Spark Fundamentals
3.3 Apache Kakfa
3.5 MongoDB Fundamentals
3.6 Modern Data Warehouses & Data Lakes
4 Capstone Projects
4.1 Data Engineering on AWS
4.2 Data Engineering on Azure
4.3 Document Processing with MongoDB, Kafka, Spark FastAPI and Streamlit
4.4 Storing & Visualizing Time Series Data
3.3 Apache Kakfa
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