Introduction to Data Lake Architectures

• Architecture Patterns

  Design multi-layered data architectures using the Medallion pattern (Bronze, Silver, Gold).

• Storage Formats

  Implement columnar storage using Apache Parquet and manage transactions with Open Table Formats like Iceberg.

• Data Ingestion

  Construct batch and streaming pipelines to move data from sources into the lake reliably.

• Query Optimization

  Optimize data retrieval speeds using partitioning, file pruning, and distributed query engines.

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