Python Machine Learning By Example

Take tiny steps to enter the big world of data science through this interesting guide

Python Machine Learning By Example

Yuxi (Hayden) Liu

Take tiny steps to enter the big world of data science through this interesting guide
Packt Subscription
FREE
$9.99/m after trial
eBook
$28.00
RRP $39.99
Save 29%
Print + eBook
$49.99
RRP $49.99
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
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
$28.00
$49.99
$0 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 10 Day Trial

Frequently bought together


Python Machine Learning By Example Book Cover
Python Machine Learning By Example
$ 39.99
$ 28.00
Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 22.40
Buy 2 for $35.00
Save $36.98
Add to Cart

Book Details

ISBN 139781783553112
Paperback254 pages

Book Description

Data science and machine learning are some of the top buzzwords in the technical world today. A resurging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning.

This book starts with an introduction to machine learning and the Python language and shows you how to complete the setup. Moving ahead, you will learn all the important concepts such as, exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression and model performance evaluation. With the help of various projects included, you will find it intriguing to acquire the mechanics of several important machine learning algorithms – they are no more obscure as they thought. Also, you will be guided step by step to build your own models from scratch. Toward the end, you will gather a broad picture of the machine learning ecosystem and best practices of applying machine learning techniques.

Through this book, you will learn to tackle data-driven problems and implement your solutions with the powerful yet simple language, Python. Interesting and easy-to-follow examples, to name some, news topic classification, spam email detection, online ad click-through prediction, stock prices forecast, will keep you glued till you reach your goal.

Table of Contents

What You Will Learn

  • Exploit the power of Python to handle data extraction, manipulation, and exploration techniques
  • Use Python to visualize data spread across multiple dimensions and extract useful features
  • Dive deep into the world of analytics to predict situations correctly
  • Implement machine learning classification and regression algorithms from scratch in Python
  • Be amazed to see the algorithms in action
  • Evaluate the performance of a machine learning model and optimize it
  • Solve interesting real-world problems using machine learning and Python as the journey unfolds

Authors

Table of Contents

Book Details

ISBN 139781783553112
Paperback254 pages
Read More

Read More Reviews

Recommended for You

Python Machine Learning - Second Edition Book Cover
Python Machine Learning - Second Edition
$ 31.99
$ 22.40
Artificial Intelligence with Python Book Cover
Artificial Intelligence with Python
$ 39.99
$ 28.00
Python Deep Learning Book Cover
Python Deep Learning
$ 43.99
$ 24.01
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 28.00
Machine Learning Algorithms Book Cover
Machine Learning Algorithms
$ 39.99
$ 28.00
Python: Journey from Novice to Expert Book Cover
Python: Journey from Novice to Expert
$ 69.99
$ 49.00