Electronic Resource

An Introduction to Machine Learning

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Penilaian

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Just like electricity, Machine Learning will revolutionize our life in many ways – some of which are not even conceivable today. This book provides a thorough conceptual understanding of Machine Learning techniques and algorithms. Many of the mathematical concepts are explained in an intuitive manner. The book starts with an overview of machine learning and the underlying Mathematical and Statistical concepts before moving onto machine learning topics. It gradually builds up the depth, covering many of the present day machine learning algorithms, ending in Deep Learning and Reinforcement Learning algorithms. The book also covers some of the popular Machine Learning applications. The material in this book is agnostic to any specific programming language or hardware so that readers can try these concepts on whichever platforms they are already familiar with.

Offers a comprehensive introduction to Machine Learning, while not assuming any prior knowledge of the topic;
Provides a complete overview of available techniques and algorithms in conceptual terms, covering various application domains of machine learning;
Not tied to any specific software language or hardware implementation.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908001784	EB0002418	006.3 Reb a	Central Library	Available

Detail Information

Series Title

An Introduction to Machine Learning

Call Number

006.3 Reb a

Publisher

Switzerland : Springer Cham., 2019

Collation

XXII, 263p.:Ill

Language

English

ISBN/ISSN

978-3-030-15729-6

Classification

006.3

Content Type

Ebook

Media Type

-

Carrier Type

online resource

Edition

1

Subject(s)

Machine Learning

Specific Detail Info

-

Statement of Responsibility

BRF

Other version/related

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