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Nyamawe A. Practical Machine Learning. A Beginner's Guide...2024

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Nyamawe A. Practical Machine Learning. A Beginner's Guide...2024

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Category: Other
Total size: 10.05 MB
Added: 2025-03-10 23:39:05

Share ratio: 25 seeders, 2 leechers
Info Hash: 7B37B772EB426173FA8362F67396A47480A3803E
Last updated: 10.3 hours ago

Description:

Textbook in PDF format The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application domains. It demonstrates the fundamental techniques involved in data collection, integration, cleansing, transformation, development, and deployment of machine learning models. This book emphasizes the importance of integrating responsible and explainable AI into machine learning models, ensuring these principles are prioritized rather than treated as an afterthought. To support learning, this book also offers information on accessing additional machine learning resources such as datasets, libraries, pre-trained models, and tools for tracking machine learning models. This is a core resource for students and instructors of machine learning and data science looking for beginner-friendly material which offers real-world applications and takes ethical discussions into account