Cost-based Query OptimizationExplores cost-based query optimization in database systems, covering cost estimation, selectivity estimation, and join cardinality.
AQP and Modern DBMSExplores challenges in modern DBMS, AQP trade-offs, and NAND flash technology evolution.
Relational Databases: FundamentalsCovers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.
Introduction to Database SystemsCovers the fundamentals of database systems, including data modeling, information processing, and the challenges of managing large volumes of data.
Spark Data FramesCovers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.