Python Machine Learning Cookbook

100 recipes that teach you how to perform various machine learning tasks in the real world

Python Machine Learning Cookbook

Prateek Joshi

8 customer reviews
100 recipes that teach you how to perform various machine learning tasks in the real world
Mapt Subscription
FREE
$30.00/m after trial
eBook
$33.60
RRP $47.99
Save 29%
Print + eBook
$59.99
RRP $59.99
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 subscription 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 subscription 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 subscription reader
$0.00
$33.60
$59.99
$29.99 p/m after trial
RRP $47.99
RRP $59.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Python Machine Learning Cookbook Book Cover
Python Machine Learning Cookbook
$ 47.99
$ 33.60
Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 10.00
Buy 2 for $27.50
Save $52.48
Add to Cart

Book Details

ISBN 139781786464477
Paperback304 pages

Book Description

Machine learning is becoming increasingly pervasive in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more.

With this book, you will learn how to perform various machine learning tasks in different environments. We’ll start by exploring a range of real-life scenarios where machine learning can be used, and look at various building blocks. Throughout the book, you’ll use a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms.

You’ll discover how to deal with various types of data and explore the differences between machine learning paradigms such as supervised and unsupervised learning. We also cover a range of regression techniques, classification algorithms, predictive modeling, data visualization techniques, recommendation engines, and more with the help of real-world examples.

Table of Contents

What You Will Learn

  • Explore classification algorithms and apply them to the income bracket estimation problem
  • Use predictive modeling and apply it to real-world problems
  • Understand how to perform market segmentation using unsupervised learning
  • Explore data visualization techniques to interact with your data in diverse ways
  • Find out how to build a recommendation engine
  • Understand how to interact with text data and build models to analyze it
  • Work with speech data and recognize spoken words using Hidden Markov Models
  • Analyze stock market data using Conditional Random Fields
  • Work with image data and build systems for image recognition and biometric face recognition
  • Grasp how to use deep neural networks to build an optical character recognition system

Authors

Table of Contents

Book Details

ISBN 139781786464477
Paperback304 pages
Read More
From 8 reviews

Read More Reviews

Recommended for You

Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 10.00
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 28.00
Python: Real World Machine Learning Book Cover
Python: Real World Machine Learning
$ 71.99
$ 50.40
Modern Python Cookbook Book Cover
Modern Python Cookbook
$ 39.99
$ 28.00
Python: Advanced Predictive Analytics Book Cover
Python: Advanced Predictive Analytics
$ 79.99
$ 56.00
Python Deep Learning Cookbook Book Cover
Python Deep Learning Cookbook
$ 35.99
$ 25.20