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Wednesday, September 2, 2020

Applied Machine Learning with Python

Applied Machine Learning with Python
Andrea Giussani
If you are looking for an engaging book, rich in learning features, which will guide you through the field of Machine Learning, this is it. This book is a modern, concise guide of the topic. It focuses on current ensemble and boosting methods, highlighting contemporray techniques such as XGBoost (2016), Shap (2017) and CatBoost (2018), which are considered novel and cutting edge models for dealing with supervised learning methods. The author goes beyond the simple bag-of-words schema in Natural Language Processing, and describes the modern embedding framework, starting from the Word2Vec, in details. Finally the volume is uniquely identified by the book-specific software egeaML, which is a good companion to implement the proposed Machine Learning methodologies in Python.
Year:
2020
Publisher:
Bocconi University Press
Language:
english
Pages:
164 / 204
ISBN 10:
8831322044
ISBN 13:
9788831322041
File:
PDF, 6.53 MB
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