Applied Machine Learning With Python - Couverture souple

Giussani, Andrea

 
9788831322041: Applied Machine Learning With Python
Couverture souple
ISBN 10 : 8831322044 ISBN 13 : 9788831322041
Editeur : Bocconi University Press, 2020

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Andrea Giussani is an Academic Fellow in Computer Science at Bocconi University. He holds a PhD in Statistics, and he has published in several peer-reviewed journals.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Bocconi University Press
Date d'édition
2020
Langue
anglais
ISBN 10 
8831322044
ISBN 13 
9788831322041
Reliure
Broché
Nombre de pages
200
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

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9788899902650: Applied machine learning with Python

Edition présentée

ISBN 10 :  8899902658 ISBN 13 :  9788899902650
Editeur : Bocconi University Press, 2020
Couverture souple