Can I read Interpretable Machine Learning with Python - Second Edition (Early Access) on EtoBox?

Interpretable Machine Learning with Python - Second Edition (Early Access) by Serg Masis is a nonfiction available to read on EtoBox.

What is Interpretable Machine Learning with Python - Second Edition (Early Access) about?

A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage them to build fairer, safer, and more reliable modelsKey FeaturesExtract easy-to-understand insights from any machine learning modelBecome well-versed with interpretability techniques to build fairer, safer, and more reliable modelsLift the lid on the black box of transformer NLP models to improve your deep learning understandingBook DescriptionDo you want to gain a deeper understanding of your models and better mitigate poor prediction risks associated with machine learning interpretation? If so, then Interpretable Machine Learning with Python, Second Edition is the book for you.You’ll cover the fundamentals of interpretability, its relevance in business, and explore its key aspects and challenges.See how white-box models work, compare them to black-box and glass-box models, and examine their trade-offs. Get up to speed with a vast array of interpretation methods, also known as Explainable AI (XAI) methods, and how to apply them to different use cases, be it for classification or regression, tabular data, time-series, images,

Who reads Interpretable Machine Learning with Python - Second Edition (Early Access)?

Author

Serg Masis

Publisher

Packt Publishing, Limited

Published

2022

Language

EN

ISBN

9781803235424

Category

nonfiction

Subjects

Science, Computer Science, Stem