CS4400X: Introduction to Database (Data Management) (Spring 2022)

Reference materials

There is no textbook for this books, students should be able to learn all materials by attending the classes. Nonetheless, we list some books that are most related to each one of the topics:

Relational database technologies

• Fundamentals of Database Systems

Data profiling/mining

• Mining of Massive Datasets
• Introduction to Data Mining

Practical machine learning

• Free Machine Learning Course by Andrew Ng in Coursera
• Neural Networks and Deep Learning

Data quality and data cleaning

• Trends in Cleaning Relational Data: Consistency and Deduplication
• Data Cleaning (email the instructor if you want a PDF copy)