Optimizing AI and Machine Learning Solutions
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Optimizing AI and Machine Learning Solutions by Mirza Rahim Baig
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.
Baig, Mirza Rahim: - Mirza Rahim Baig is an avid problem solver who uses deep learning and AI to solve business problems and create impact. A BITS, Pilani graduate, Rahim is a lead at Flipkart, India's largest e-commerce platform. He has a decade of experience in creating value from data, harnessing the power of the latest in Machine learning and AI. Rahim is also a teacher - designing, creating, teaching data science for various learning platforms. He loves making the complex easy to understand.
| SKU | Unavailable |
| ISBN 13 | 9789355519818 |
| ISBN 10 | 9355519818 |
| Title | Optimizing AI and Machine Learning Solutions |
| Author | Mirza Rahim Baig |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | BPB Publications |
| Year published | 2024-04-05 |
| Number of pages | 392 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |