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portada Optimizing ai and Machine Learning Solutions
Type
Physical Book
Publisher
Author
Language
English
Format
Paperback
ISBN13
9789355519818

Optimizing ai and Machine Learning Solutions

Mirza Rahim Baig (Author) · Bpb Publications · Paperback

Optimizing ai and Machine Learning Solutions - Mirza Rahim Baig

New Book Imported to Netherlands
Delivery: 26 Aug - 28 Aug Shipping: 2 to 3 business days.
€ 49,77
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€ 49,77

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Synopsis "Optimizing ai and Machine Learning Solutions"

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.

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The book is written in English.

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The binding of this edition is Paperback.

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