DataFrame APIs, Catalyst Optimizer, Tungsten Engine

Working with CSV, JSON, XML, Parquet, ORC

Advanced SQL: Joins, Window Functions, Aggregations

Performance Optimizations in Spark SQL

Lab: SQL queries, UDFs, Hive Integration