Automated Machine Learning: Methods, Systems, Challenges ...
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on …
Automated Machine Learning with Python (Mastering Machine ...
Aug 7, 2024 · This book serves as a comprehensive guide to AutoML, providing a step-by-step approach to implementing automated machine learning pipelines using Python and popular …
AutoML: Methods, Systems, Challenges (first book on AutoML)
This is an open-access book; here is an entirely free complete PDF of the book, and a bibtex entry for it. Below, you can find the individual chapters and bibtex entries for them.
Automated Machine Learning in Action - Manning Publications
Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. It’s written in a math-lite and …
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Automated Machine Learning and Industrial Applications
Jul 25, 2025 · Automated Machine Learning and Industrial Applications offers an overview of the basic architecture, evolution, and applications of AutoML. Potential applications in healthcare, …
Automated Machine Learning for Business | Oxford Academic
Jul 22, 2021 · In Automated Machine Learning for Business, we teach the machine learning process using a new development in data science: automated machine learning.
Automated Machine Learning - Google Books
May 17, 2019 · This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems …