Machine Learning Algorithms - Second Edition

A detailed reference to build solid foundation of machine learning for building smart applications
Code Files

Machine Learning Algorithms - Second Edition

Giuseppe Bonaccorso

A detailed reference to build solid foundation of machine learning for building smart applications
This title is available to pre-order now and is expected to be published in
Mapt Subscription
FREE
$0.00/m after trial
eBook
$10.00
RRP $39.99
Save 74%
Print + eBook
$49.99
RRP $49.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
$0.00
$10.00
$49.99
$29.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Machine Learning Algorithms - Second Edition Book Cover
Machine Learning Algorithms - Second Edition
$ 39.99
$ 10.00
Mastering Angular Components - Second Edition Book Cover
Mastering Angular Components - Second Edition
$ 31.99
$ 10.00
Buy 2 for $20.00
Save $51.98
Add to Cart

Book Details

ISBN 139781789347999
Paperback574 pages

Book Description

Machine Learning has gained increasing popularity due to its powerful predictions and very accurate calculated recommendations from the large datasets. However, the true power behind its powerful output is the complex algorithms that involve lots of statistical analysis, churn the large datasets and bring insightful results on the table.

This book will walk you through prominent developments that have taken place around machine learning algorithms, which constitute a very large part of machine learning helping you to strengthen and master the statistical interpretation across supervised, semi-supervised and reinforcement learning areas. When all the main concepts of an algorithm have been exposed, real examples based on the most diffused libraries (like Scikit-Learn, NLTK, Tensorflow and Keras) are presented. You will discover new topics like Semi-supervised Learning, EM Algorithm, Model Capacity, PCA, Independent Component Analysis, Bayesian Regression and Gaussian Mixture. By the end of this book, you will get to grips with each and every machine learning algorithm that are put into production by successful researchers, scientists and can bring the true innovation in your machine learning applications quickly.

Table of Contents

What You Will Learn

  • Understand the feature selection and feature engineering process
  • Assess performance and error trade-offs for Linear Regression
  • Build a data model and understand how it works by using different types of algorithm
  • Learn to tune the parameters of Support Vector Machines
  • Explore the concept of Natural Processing Language and Recommendation Systems

Authors

Table of Contents

Book Details

ISBN 139781789347999
Paperback574 pages
Read More

Read More Reviews

Recommended for You

Mastering Angular Components - Second Edition Book Cover
Mastering Angular Components - Second Edition
$ 31.99
$ 10.00
Learn Python Programming - Second Edition Book Cover
Learn Python Programming - Second Edition
$ 39.99
$ 10.00
Learning Robotics using Python - Second Edition Book Cover
Learning Robotics using Python - Second Edition
$ 27.99
$ 10.00
Apache Hive Essentials - Second Edition Book Cover
Apache Hive Essentials - Second Edition
$ 23.99
$ 10.00
GitHub Essentials - Second Edition Book Cover
GitHub Essentials - Second Edition
$ 23.99
$ 10.00
Learning ServiceNow - Second Edition Book Cover
Learning ServiceNow - Second Edition
$ 39.99
$ 10.00