The hundred-page machine learning book /
Burkov, Andriy,
The hundred-page machine learning book / Andriy Burkov. - xviii, 141 pages : illustrations color ; 24 cm
Includes bibliographical references and index.
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 aboutmachine learningapriori. 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.
9781999579500 199957950X
Machine learning.
Materials science--Data processing.
--Reading book
006.31 / BUR
The hundred-page machine learning book / Andriy Burkov. - xviii, 141 pages : illustrations color ; 24 cm
Includes bibliographical references and index.
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 aboutmachine learningapriori. 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.
9781999579500 199957950X
Machine learning.
Materials science--Data processing.
--Reading book
006.31 / BUR