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Thoughtful Machine Learning with Python

By Matthew Kirk

Thoughtful Machine Learning with Python Computer Science

Thoughtful Machine Learning with Python

0 - Default Title
Description
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 exercisesApply test-driven development (TDD) to write and run tests before you start codingExplore techniques for improving your machine-learning models with data extraction and feature developmentWatch out for the risks of machine learning, such as underfitting or overfitting dataWork with K-Nearest Neighbors, neural networks, clustering, and other algorithms
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
218
Release Date:
2017-01-27
Publication Date:
2017-02-21
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1491924136
ISBN13:
9781491924136
GPSR Manufacturer Reference:
[email protected]
Weight:
376 g
Height:
177 cm
Width:
233 cm
Thickness:
17 cm
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