Relational Query OptimizationCovers relational query optimization, including logical and physical query plans, cost estimation, equivalences, and the System R strategy.
Relational AlgebraIntroduces relational query languages, focusing on algebra operators and query optimization.
Query Operators: Part 1Explores query processing steps, physical plans, pipelined execution, and hashing for projections and joins.
Relational Databases: FundamentalsCovers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.
Query OptimizationCovers query optimization, from logical to physical plans, including query transformation and cost estimation.
Relational Model: BasicsIntroduces the relational model, SQL, keys, integrity constraints, ER translation, weak entities, ISA hierarchies, and SQL vs. noSQL.
Relational Model: BasicsCovers the basics of the relational model in database management systems, including data models, primary and foreign keys.
Handling Data: Intro to PandasIntroduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.
Query Operators Part 2Covers query processing with relational operations, focusing on different join methods and the impact of buffering.