Understanding Machine Learning


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Understanding Machine Learning

Understanding Machine Learning Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014-05-19
Publisher by : Cambridge University Press
ISBN : 9781107057135
File Size : 55,7 Mb
Total Download : 521

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.
Category: Computers

Understanding Machine Learning

Understanding Machine Learning Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014-05-19
Publisher by : Cambridge University Press
ISBN : 9781139952743
File Size : 48,8 Mb
Total Download : 982

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics, the book covers a wide array of central topics unaddressed by previous textbooks. These include a discussion of the computational complexity of learning
Category: Computers

Understanding Machine Learning

Understanding Machine Learning Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014
Publisher by :
ISBN : 1107512824
File Size : 47,6 Mb
Total Download : 969

"Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussi
Category: Algorithms

Machine Learning

Machine Learning Author by : Sebastian Dark
Languange Used : en
Release Date : 2018-09-18
Publisher by :
ISBN : 172382125X
File Size : 42,7 Mb
Total Download : 814

Curious to learn about the revolutionary technology that is shaping our future and changing the world? Machine learning is a part of the field of computer science that involves computer systems being able to "learn" with data despite not being programmed explicitly. In 2017, AlphaGo, which is AI developed by Google DeepMind and started off by only knowing the rules of the game, was eventually able to train itself and beat Ke Jie, the world No.1 ranked player at the time. Although this may not seem that impressive at first, it is important to understand that Go is a very complex game that many
Category: Computers
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