Ensemble Methods for Machine Learning (MEAP Version 8)

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Computers - Computer Science
Ensemble Methods for Machine Learning...

Ensemble Methods for Machine Learning (MEAP Version 8)

Name: Ensemble Methods for Machine Learning (MEAP Version 8)
ISBN: 9781617297137

Gautam Kunapuli

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In Ensemble Methods for Machine Learning you'll learn to
implement the most important ensemble machine learning methods from
scratch. Each chapter contains a new case study, taking you hands-on
with a fully functioning ensemble method for medical diagnosis,
sentiment analysis, handwriting classification, and more. There's no
complex math or theory—each method is taught in a practical and
visuals-first manner. Best of all, all code is provided in Jupyter
notebooks for your easy experimentation! By the time you're done, you'll
know the benefits, limitations, and practical methods of applying
ensemble machine learning to real-world data, and be ready to build more
explainable ML systems.

الفئات:

Computers - Computer Science

عام:

2023

الإصدار:

All 9 chapters

الناشر:

Manning Publications

اللغة:

english

الصفحات:

455