ODBIERZ TWÓJ BONUS :: »

Thoughtful Machine Learning. A Test-Driven Approach

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

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

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

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

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
236
Dostępne formaty:
     ePub
     Mobi

Ebook (101,15 zł najniższa cena z 30 dni)

119,00 zł (-15%)
101,15 zł

Dodaj do koszyka lub Kup na prezent Kup 1-kliknięciem

(101,15 zł najniższa cena z 30 dni)

Przenieś na półkę

Do przechowalni

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.

  • Apply TDD to write and run tests before you start coding
  • Learn the best uses and tradeoffs of eight machine learning algorithms
  • Use real-world examples to test each algorithm through engaging, hands-on exercises
  • Understand the similarities between TDD and the scientific method for validating solutions
  • Be aware of the risks of machine learning, such as underfitting and overfitting data
  • Explore techniques for improving your machine-learning models or data extraction

Wybrane bestsellery

0 Matthew Kirk

O'Reilly Media - inne książki

Zamknij

Wybierz metodę płatności