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Machine Learning in Python: Essential Techniques for Predictive Analysis by Michael Bowles (Paperback, 2015)

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Product Information

Learn a simpler and more effective way to analyze data and predict outcomes with Python Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively predict outcomes, this book is able to provide full descriptions of the mechanisms at work, and the examples that illustrate the machinery with specific, hackable code. The algorithms are explained in simple terms with no complex math and applied using Python, with guidance on algorithm selection, data preparation, and using the trained models in practice. You will learn a core set of Python programming techniques, various methods of building predictive models, and how to measure the performance of each model to ensure that the right one is used. The chapters on penalized linear regression and ensemble methods dive deep into each of the algorithms, and you can use the sample code in the book to develop your own data analysis solutions. Machine learning algorithms are at the core of data analytics and visualization. In the past, these methods required a deep background in math and statistics, often in combination with the specialized R programming language. This book demonstrates how machine learning can be implemented using the more widely used and accessible Python programming language. Predict outcomes using linear and ensemble algorithm families Build predictive models that solve a range of simple and complex problems Apply core machine learning algorithms using Python Use sample code directly to build custom solutions Machine learning doesn't have to be complex and highly specialized. Python makes this technology more accessible to a much wider audience, using methods that are simpler, effective, and well tested. Machine Learning in Python shows you how to do this, without requiring an extensive background in math or statistics.

Product Identifiers

Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9781118961742
eBay Product ID (ePID)
213488817

Product Key Features

Author
Michael Bowles
Publication Name
Machine Learning in Python: Essential Techniques for Predictive Analysis
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2015
Type
Textbook
Number of Pages
360 Pages

Dimensions

Item Height
234mm
Item Width
187mm
Item Weight
616g

Additional Product Features

Title_Author
Michael Bowles
Country/Region of Manufacture
United States

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Machine Learning in Python: Essential Techniques for Predictive Analysis by Michael Bowles (Paperback, 2015)

Best-selling in Adult Learning & University

Secrets Of Mental Math: The Mathemagician's Guide to Lightening Calculation and Amazing Maths Tricks by Arthur Benjamin, Michael Shermer (Paperback, 2006)

The Falsification of History: Our Distorted Reality by John Hamer (Paperback, 2013)

Never Split the Difference: Negotiating as if Your Life Depended on It by Chris Voss, Tahl Raz (Paperback, 2017)

The Psychology of Money: Timeless lessons on wealth, greed, and happiness by Morgan Housel (Paperback, 2020)

Die with Zero: Getting All You Can from Your Money and Your Life by Bill Perkins (Paperback, 2021)

Code of Practice for In-service Inspection and Testing of Electrical Equipment by The Institution of Engineering and Technology (Paperback, 2020)

Adult Children of Emotionally Immature Parents: How to Heal from Distant, Rejecting, or Self-Involved Parents by Lindsay C Gibson (Paperback, 2015)

Save on Adult Learning & University

Ten Years To Save The West: Lessons from the only conservative in the room by Li

Greekish: Everyday recipes with Greek roots by Georgina Hayden(English)Hardcover

This Is Why You Dream: What your sleeping brain reveals about your waking life b

KS3 Maths Year 8 Targeted Workbook with answers CGP KS3 Targeted Workbooks by

Thriving Beyond Fifty 78 Natural Strategies to Restore Your Mobility Avoid Su...

The Bitcoin Standard: The Decentralized Alternative to Central Banking by...

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About this product

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