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Thoughtful Machine Learning with Python. A Test-Driven Approach

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Autor:
Matthew Kirk
Thoughtful Machine Learning with Python. A Test-Driven Approach Matthew Kirk - okładka książki

Thoughtful Machine Learning with Python. A Test-Driven Approach Matthew Kirk - okładka książki

Thoughtful Machine Learning with Python. A Test-Driven Approach Matthew Kirk - okładka audiobooka MP3

Thoughtful Machine Learning with Python. A Test-Driven Approach Matthew Kirk - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
220
Dostępne formaty:
     ePub
     Mobi

Ebook (143,65 zł najniższa cena z 30 dni)

169,00 zł (-15%)
143,65 zł

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(143,65 zł najniższa cena z 30 dni)

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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

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