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Free Download Mastering Machine Learning: From Fundamentals to Intelligent Automation by Vishal Uttam Mane
English | May 31, 2025 | ISBN: N/A | ASIN: B0FBLCM7FD | 174 pages | EPUB | 2.51 Mb
Unlock the full potential of machine learning with Mastering Machine Learning: From Fundamentals to Intelligent Automation, your comprehensive guide to becoming a confident and competent ML practitioner. Whether you're a beginner aiming to break into the field or a professional looking to strengthen your skills, this book provides a structured learning path from theory to real-world deployment.
This hands-on book explores:�� Core concepts of supervised, unsupervised, semi-supervised, and reinforcement learning�� Data preparation, feature engineering, and model evaluation techniques�� Practical projects with code examples including house price prediction, spam detection, and reinforcement-based game bots�� Model deployment using Flask/FastAPI, version control with Git, and automation pipelines with Airflow�� Ethical considerations, explainable AI (XAI), and best practices for responsible AI�� Future trends such as AutoML, Federated Learning, MLOps, and Generative ModelsComplete with appendices covering cheat sheets, installation guides, interview prep, and FAQs, this is your all-in-one reference for mastering the machine learning lifecycle, from data to deployment.
Whether you're building your portfolio, prepping for interviews, or leading ML projects in production, this book equips you with the tools, insights, and confidence to drive intelligent automation in any domain.
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