A First Course in Machine Learning

A First Course in Machine Learning
Author :
Publisher : CRC Press
Total Pages : 428
Release :
ISBN-10 : 9781498738545
ISBN-13 : 1498738540
Rating : 4/5 (540 Downloads)

Book Synopsis A First Course in Machine Learning by : Simon Rogers

Download or read book A First Course in Machine Learning written by Simon Rogers and published by CRC Press. This book was released on 2016-10-14 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations Covers modern machine learning research and techniques Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models Offers Python, R, and MATLAB code on accompanying website: http://www.dcs.gla.ac.uk/~srogers/firstcourseml/"


A First Course in Machine Learning Related Books

A First Course in Machine Learning
Language: en
Pages: 428
Authors: Simon Rogers
Categories: Computers
Type: BOOK - Published: 2016-10-14 - Publisher: CRC Press

GET EBOOK

Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mat
Machine Learning
Language: en
Pages: 351
Authors: Andreas Lindholm
Categories: Computers
Type: BOOK - Published: 2022-03-31 - Publisher: Cambridge University Press

GET EBOOK

This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statisti
Foundations of Machine Learning
Language: en
Pages: 427
Authors: Mehryar Mohri
Categories: Computers
Type: BOOK - Published: 2012-08-17 - Publisher: MIT Press

GET EBOOK

Fundamental topics in machine learning are presented along with theoretical and conceptual tools for the discussion and proof of algorithms. This graduate-level
A First Course in Artificial Intelligence
Language: en
Pages: 343
Authors: Osondu Oguike
Categories: Computers
Type: BOOK - Published: 2021-07-14 - Publisher: Bentham Science Publishers

GET EBOOK

The importance of Artificial Intelligence cannot be over-emphasised in current times, where automation is already an integral part of industrial and business pr
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

GET EBOOK

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 learn