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portada Machine Learning Fundamentals: A Concise Introduction
Type
Physical Book
Author
Publisher
Year
2021
Language
English
Pages
400
Format
Paperback
Dimensions
25.1 x 20.1 x 1.9 cm
Weight
0.73 kg.
ISBN13
9781108940023
Categories

Machine Learning Fundamentals: A Concise Introduction

Hui Jiang (Author) · Cambridge University Press · Paperback

Machine Learning Fundamentals: A Concise Introduction - Jiang, Hui

New Book Imported to New Zealand
Delivery: 22 May - 29 May Shipping: 2 to 3 business days.
NZ$ 130.54
Import costs and 15% GST included in the price ✅
NZ$ 130.54

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Synopsis "Machine Learning Fundamentals: A Concise Introduction"

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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