L06 - Data and Learning

Contents

• Data and Data representation
• Common datasets
• Types of learning problems
• Training and validation
• Performance metrics

Recommended reading

Programming Collective Intelligence

• Chapter 1

Mining of Massive Datasets

• Chapter 1
• Chapter 12.1

Lecture slides

Available for download here.

Recording