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Author: MR. PRONAY PAL, MR. SUBHODIP KOLEY, MR. DEBASISH SAHA ROY, MR. TAPAS PAL, MS. KALPANA ROY, MR. BISWADEV GOSWAMI
"This book is written for B.Tech (UG) engineering students who want a solid foundation in ML concepts as well as hands-on skills in Python. The focus is on building intuition first, then connecting intuition to mathematics, and finally implementing the methods in a reproducible workflow. To keep the material practical, every chapter includes code-oriented discussion, common pitfalls, and engineering choices (feature engineering, validation, hyperparameter tuning, and deployment). The book avoids objective-type questions and MCQs and instead provides detailed explanations and end-to-end project case studies. All algorithms are discussed with their assumptions, strengths, and limitations so that you learn not only how to train a model but also how to trust, debug, and monitor it in real applications. "
| SKU | Book2301746C |
| ISBN | 9789374245682 |
| Dimensions | 5*8 |
| Total Page | 216 |
| Paper Color | White Paper |
| Cover Laminations | Glossy |
| Language | English |
| Publish Date | 03 Apr, 2026 |
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