▪ Overview ▪ Data Warehousing ▪ Online Analytical Processing ▪ Data Mining

《数据库系统概念 Database System Concepts》原书教学资源（第七版，PPT课件讲稿，英文版）Chapter 10 Big Data

《数据库系统概念 Database System Concepts》原书教学资源（第七版，PPT课件讲稿，英文版）Chapter 09 Application Development

▪ Semi-Structured Data ▪ Object Orientation ▪ Textual Data ▪ Spatial Data

《数据库系统概念 Database System Concepts》原书教学资源（第七版，PPT课件讲稿，英文版）Chapter 06 Database Design Using the E-R Model

▪ Accessing SQL From a Programming Language ▪ Functions and Procedures ▪ Triggers ▪ Recursive Queries ▪ Advanced Aggregation Features

▪ Join Expressions ▪ Views ▪ Transactions ▪ Integrity Constraints ▪ SQL Data Types and Schemas ▪ Index Definition in SQL ▪ Authorization

▪ Structure of Relational Databases ▪ Database Schema ▪ Keys ▪ Schema Diagrams ▪ Relational Query Languages ▪ The Relational Algebra

《数据库系统概念 Database System Concepts》原书教学资源（第七版，PPT课件讲稿，英文版）Chapter 01 Introduction（Avi Silberschatz Henry F. Korth S. Sudarshan）

Transaction-Processing Monitors Transactional Workflows High-Performance Transaction Systems Main memory databases Real-Time Transaction Systems Long-Duration Transactions Transaction management in multidatabase systems