£47.71

Springer An Introduction to Machine Learning

Sd-mo27

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Description

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, rule-induction programs, artificial neural networks, support vector machines, boosting algorithms, unsupervised learning (including Kohonen networks and auto-encoding), deep learning, reinforcement learning, temporal learning (including long short-term memory), hidden Markov models, and the genetic algorithm. Special attention is devoted to performance evaluation, statistical assessment, and to many practical issues ranging from feature selection and feature construction to bias, context, multi-label domains, and the problem of imbalanced classes.

Key Features

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EASY CLEAN AND DRYING FAST: Strong water absorption, easy-care and virtually non-shedding rug, It easy to clean and dry fast, very durable, non-slip and can machine washable. As a Portable rug, you can makes it easy to take outside to shake the dirt out, Or vacuum it with a low-power handheld vacuum. Machine Wash Method: wash the rug in cold water on gentle {delicate} short cycle then lay it flat to dry.

MULTI-FUNCTION & USE OCCASION: 100% Non-Toxic & Hypoallergenic and good for your health, The contemporary area rug adds the perfect modern touch to your space. That's timeless designs stand out in any room; Suitable for home decorate, children play, women yoga and pets carpet. Ensuring it will be a favorite for a long time.

Product Specifications

Colour
Sd-mo27
Size
2' X 5'
Format
hardcover
Domain
Amazon UK
Release Date
27 September 2021
Listed Since
19 August 2020

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