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Optimizing AI and Machine Learning Solutions
- Your ultimate guide to building high-impact ML/AI solutions
Engelsk Paperback
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Optimizing AI and Machine Learning Solutions
- Your ultimate guide to building high-impact ML/AI solutions
Engelsk Paperback

376 kr
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Om denne bog
This book approaches data science solution building using a principled framework and case studies with extensive hands-on guidance. It will teach the readers optimization at each step, whether it is problem formulation or hyperparameter tuning for deep learning models. This book keeps the reader pragmatic and guides them toward practical solutions by discussing the essential ML concepts, including problem formulation, data preparation, and evaluation techniques. Further, the reader will be able to learn how to apply model optimization with advanced algorithms, hyperparameter tuning, and strategies against overfitting. They will also benefit from deep learning by optimizing models for image processing, natural language processing, and specialized applications. The reader can put theory into practice with hands-on case studies and code examples, reinforcing their understanding.
Product detaljer
Sprog:
Engelsk
Sider:
392
ISBN-13:
9789355519818
Indbinding:
Paperback
Udgave:
ISBN-10:
9355519818
Kategori:
Udg. Dato:
6 sep 2023
Længde:
20mm
Bredde:
238mm
Højde:
192mm
Forlag:
BPB Publications
Oplagsdato:
6 sep 2023
Forfatter(e):
Kategori sammenhænge