Data Warehousing

• Intro
• Concepts
• Slowly Changing Dimension (SCD)
• Fact / Dimension Tables
• Characteristics
• Architecture
• Warehouse Schemas
• Data Lake
• Kimball / Inmon Architecture
• Lambda Architecture
• Databases
• ETL (Extract Transform Load)
• Change Data Capture (CDC)
• Debezium
• Data Engineering
• Master Data Management (MDM)
• Tools

Data / File Formats

• File Formats
• File Format Comparisions
• Data Formats
• Apache Avro
• Apache Parquet
• Delta Lake
• Delta Lake Tutorial
• Serialization / Deserialization
• Protocol Buffers / Protobuf
• RPC
• gRPC

Others

• Databricks
• Medallion Architecture