Download Introduction to Machine Learning with Python PDF

2016
Title Introduction to Machine Learning with Python
Authors
Genres Computer Programming Books Software Development Books Algorithms & Data Structures Web Programming
Publisher O'Reilly Media, Incorporated
ISBN 9781449369415
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. With this book, you'll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills
More Books You May Like
The Gruffalo by Julia Donaldson
The Gruffalo by Julia Donaldson
Julia Donaldson

A mouse is taking a stroll through the deep, dark wood when along comes a hungry fox, then an owl, and then a snake. The...

Choppy Water
Choppy Water
Stuart Woods

In this exhilarating new thriller from #1 New York Times bestselling author Stuart Woods, Stone Barrington must go up ag...

Memorial
Memorial
Bryan Washington

Praise for Bryan WashingtonNational Book Award 5 Under 35Winner of the Ernest J. Gaines Award for Literary ExcellenceWin...

Japanese from Zero!
Japanese from Zero!
George Trombley

Japanese From Zero! is an innovative and integrated approach to learning Japanese developed by professional Japanese int...

Simple Abundance by Sarah Ban Breathnach
Simple Abundance by Sarah Ban Breathnach
Sarah Ban Breathnach

With the grace of Anne Morrow Lindbergh's A Gift from the Sea and the wisdom of M. Scott Peck's A Road Less Traveled, th...

A Treatise of Legal Philosophy and General Jurisprudence: Vol. 9: A History of the Philosophy of Law in the Civil Law World, 160
A Treatise of Legal Philosophy and General Jurisprudence: Vol. 9: A History of the Philosophy of Law in the Civil Law World, 160
Merio Scattola (auth.) Prof. Enrico Pattaro Prof. Damiano Canale Prof. Paolo Grossi Prof. Hasso Hofmann
The Bobbsey Twins' Mystery at School
The Bobbsey Twins' Mystery at School
Laura Lee Hope

Bert has been selected to help the school principal run a small museum at the school. But on opening day, the museum's m...

Recursion by Blake Crouch
Recursion by Blake Crouch
Blake Crouch

Praise for Dark Matter: It also might be the most helter-skelter, race-to-the-finish-line thriller you'll read all year ...