Can I read Thoughtful Machine Learning with Python : A Test-Driven Approach on EtoBox?

Thoughtful Machine Learning with Python : A Test-Driven Approach by Kirk, Matthew is a science book available to read on EtoBox.

What is Thoughtful Machine Learning with Python : A Test-Driven Approach about?

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

Who reads Thoughtful Machine Learning with Python : A Test-Driven Approach?

Author

Kirk, Matthew

Publisher

O'Reilly Media, Incorporated

Published

2017

Language

EN

ISBN

9781491924105

Category

science

Subjects

Nature, Biology, Science

Rating

4.3 / 5 (10 ratings)

Updated

2026-03-14