Thoughtful Machine Learning with Python

A Test-Driven Approach

Nonfiction, Computers, Database Management, Data Processing, Programming, Programming Languages
Cover of the book Thoughtful Machine Learning with Python by Matthew Kirk, O'Reilly Media
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Matthew Kirk ISBN: 9781491924082
Publisher: O'Reilly Media Publication: January 16, 2017
Imprint: O'Reilly Media Language: English
Author: Matthew Kirk
ISBN: 9781491924082
Publisher: O'Reilly Media
Publication: January 16, 2017
Imprint: O'Reilly Media
Language: English

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.

Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a software engineer or business analyst interested in data science, this book will help you:

  • Reference real-world examples to test each algorithm through engaging, hands-on exercises
  • Apply test-driven development (TDD) to write and run tests before you start coding
  • Explore techniques for improving your machine-learning models with data extraction and feature development
  • Watch out for the risks of machine learning, such as underfitting or overfitting data
  • Work with K-Nearest Neighbors, neural networks, clustering, and other algorithms
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.

Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a software engineer or business analyst interested in data science, this book will help you:

More books from O'Reilly Media

Cover of the book Head First Java by Matthew Kirk
Cover of the book Head First Python by Matthew Kirk
Cover of the book Ajax Hacks by Matthew Kirk
Cover of the book Jenkins 2: Up and Running by Matthew Kirk
Cover of the book Building iPhone Apps with HTML, CSS, and JavaScript by Matthew Kirk
Cover of the book Head First Object-Oriented Analysis and Design by Matthew Kirk
Cover of the book A+, Network+, Security+ Exams in a Nutshell by Matthew Kirk
Cover of the book Designing for Wearables by Matthew Kirk
Cover of the book Practical JIRA Administration by Matthew Kirk
Cover of the book Designing Distributed Systems by Matthew Kirk
Cover of the book Programming WCF Services by Matthew Kirk
Cover of the book Mac OS X Leopard: The Missing Manual by Matthew Kirk
Cover of the book Astronomy Hacks by Matthew Kirk
Cover of the book 97 Things Every Project Manager Should Know by Matthew Kirk
Cover of the book Cassandra: The Definitive Guide by Matthew Kirk
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy