دانلود کتاب Thoughtful Machine Learning: A Test-Driven Approach

Name: Thoughtful Machine Learning: A Test-Driven Approach
Availability: InStock
Author: Matthew Kirk
ISBN: 9781449374068

by Matthew Kirk

عنوان فارسی: متفکر یادگیری ماشین: روش آزمون محور
ناشر: O’Reilly Media
سال: 2014
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 235
شابک: 9781449374068
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 6.00 مگابایت

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جزییات کتاب

Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks. Machine-learning algorithms often have tests baked in, but they can't account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you're familiar with Ruby 2.1, you're ready to start.

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