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Thoughtful Machine Learning with Python: A Test-Driven Approach

Thoughtful Machine Learning with Python: A Test-Driven Approach


作者  /  Matthew Kirk

出版社 / Baker & Taylor

出版日期 / 2017/01/27

商品語言 / 英文

裝訂 / 平裝

定價 / NT$1,935

售價 / NT$ 1,935 ※ 特價商品,不再折扣

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內容簡介

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







詳細資料

誠品26碼 /2681442888005
ISBN 13 /9781491924136
ISBN 10 /1491924136
EAN /9781491924136
頁數216
尺寸22.9X17.3X0.5CM
裝訂平裝
級別
語言英文
成份




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