Handling Data: Intro to PandasIntroduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.
Relational Query OptimizationCovers relational query optimization, including logical and physical query plans, cost estimation, equivalences, and the System R strategy.
Data Wrangling with HadoopCovers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.
Query Operators: Part 1Explores query processing steps, physical plans, pipelined execution, and hashing for projections and joins.
Data Management: OverviewIntroduces fundamental concepts of data management, including data models, databases, and key tasks.