Data Engineering Specialization
Course notes and study guide for the DeepLearning.AI Data Engineering Professional Certificate.
📊 Course 1
Introduction to Data Engineering
Think like a data engineer - lifecycle, undercurrents, cloud platforms, and architecture fundamentals.
🔌 Course 2
Source Systems, Data Ingestion and Pipelines
Source systems, ingestion patterns, DataOps practices, and pipeline orchestration with Airflow.
🗄 Course 3
Data Storage and Queries
Storage systems, warehouses, lakes, lakehouses, and query optimization techniques.
âš™ Course 4
Data Modeling, Transformation, and Serving
Data modeling for analytics and ML, Spark transformations, and data serving strategies.