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The hundred-page machine learning book

Author: Andriy Burkov
Publisher: [Quebec City, Canada] : Andriy Burkov, [2019] ©2019.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
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.
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Document Type: Book
All Authors / Contributors: Andriy Burkov
ISBN: 9781999579500 199957950X 9781999579517 1999579518
OCLC Number: 1083639942
Notes: Includes index.
Description: xviii, 141 pages : color illustrations ; 24 cm.
Contents: 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.
Responsibility: Andriy Burkov.

Abstract:

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.

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