Mastering Machine Learning : Optimization and Insights
Overview
This book is an in-depth guide designed to equip readers with both foundational knowledge and advanced understanding of modern machine learning. It navigates the reader through the key building blocks of ML-ranging from classical algorithms like linear regression and decision trees to cutting-edge deep learning models such as transformers and generative adversarial networks (GANs). By grounding complex ideas in clear explanations and practical examples, the book serves as a bridge between theory and implementation.
Whether you're a student building a solid conceptual base, a researcher deepening your technical expertise, or a practitioner applying ML in industry, Mastering Machine Learning offers a rich, multidimensional roadmap to becoming proficient in building intelligent, responsible, and high-performing machine learning systems.
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Details
- ISBN-13: 9798898546168
- ISBN-10: 9798898546168
- Publisher: Notion Press
- Publish Date: July 2025
- Dimensions: 8.5 x 5.5 x 0.44 inches
- Shipping Weight: 0.65 pounds
- Page Count: 126
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