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Book Synopsis 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 machinelearning models with data extraction and feature developmentWatch out for the risks of machine learning, such as underfitting or overfitting dataWork with KNearest Neighbors, neural networks, clustering, and other algorithms
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Author : Matthew Kirk Pages : 216 pages Publisher : O Reilly Media 2017-01-27 Language : English ISBN-10 : 1491924136 ISBN-13 : 9781491924136
