Machine Learning Stanford University Open Class (1)

Machine learning defines learning definition

Arthur Samuel (1959). Machine Learning:field of study, gives computers the ability to learn without being explicitly programmed.

There is no clear programming case to make the computer capable of learning the field of study.

Four parts:

The first part:

Supervised Learning supervised learning

Part II:

Learning theory

Part IV:

Unsupervised learning

Unsupervised learning

Clustering algorithm

Computer cluster organization, social network analysis, market division

ICA algorithm

Part IV:

Reinforcement learning

Machine Learning Stanford University Open Class (1)