Handling Data: Intro to PandasIntroduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.
Introduction to Database SystemsCovers the fundamentals of database systems, including data modeling, information processing, and the challenges of managing large volumes of data.
Entity-Relationship ModelIntroduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.
Relational Model: BasicsIntroduces the relational model, SQL, keys, integrity constraints, ER translation, weak entities, ISA hierarchies, and SQL vs. noSQL.
Document Structure: Describing ContentExplores the complexity of describing document content and the development of new open standards to address this issue, covering challenges in modeling document structure and content.
Data Management: OverviewIntroduces fundamental concepts of data management, including data models, databases, and key tasks.