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Machine Learning Fundamentals
- A Concise Introduction
Af: Hui Jiang
Engelsk
Bogcover for Machine Learning Fundamentals af Hui Jiang, 9781108940023
Specifikationer
Sprog:
Engelsk
Sider:
418
ISBN-13:
9781108940023
Indbinding:
Paperback
ISBN-10:
1108940021
Kategori:
Udg. Dato:
25 nov 2021
Størrelse i cm:
20,4 x 25,5 x 2,7
Oplagsdato:
25 nov 2021
Forfatter(e):

Machine Learning Fundamentals

- A Concise Introduction
Af: Hui Jiang
Engelsk
Paperback 2021
Format:

Bog beskrivelse
This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.
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Specifikationer
Sprog:
Engelsk
Sider:
418
ISBN-13:
9781108940023
Indbinding:
Paperback
ISBN-10:
1108940021
Kategori:
Udg. Dato:
25 nov 2021
Størrelse i cm:
20,4 x 25,5 x 2,7
Oplagsdato:
25 nov 2021
Forfatter(e):
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