The hundred-page machine learning book /
Burkov, Andriy
The hundred-page machine learning book / Andriy Burkov. - xviii, 141 pages : color illustrations ; 24 cm
Includes index.
Introduction --
Notation and definitions --
Fundamental algorithms --
Anatomy of a learning algorithm --
Basic practice --
Neural networks and deep learning --
Problems and solutions --
Advanced practice --
Unsupervised learning --
Other forms of learning.
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
9781999579517 9781999579500
Machine learning
Computer algorithms
006.31
The hundred-page machine learning book / Andriy Burkov. - xviii, 141 pages : color illustrations ; 24 cm
Includes index.
Introduction --
Notation and definitions --
Fundamental algorithms --
Anatomy of a learning algorithm --
Basic practice --
Neural networks and deep learning --
Problems and solutions --
Advanced practice --
Unsupervised learning --
Other forms of learning.
Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
9781999579517 9781999579500
Machine learning
Computer algorithms
006.31