Machine learning design patterns: solutions to common challenges in data preparation, model building, and mlops
Auteur :
Lakshmanan, Valliappa
Éditeur :
O'Reilly Media
ISBN :
9781098115784
Date de publication :
31 oct. 2020
Dimensions :
23,3 x 17,8 cm
Langue :
Anglais
Pays d'origine :
USA
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.