Free Download Demystifying Machine Learning: A Comprehensive Guide of Beginners (Informatics Unleashed: Mastering the Digital World)
English | 2023 | ASIN: B0C1X4SNMW | 128 pages | Epub | 653.11 KB
Discover the power of machine learning and how it's transforming industries in this comprehensive guide to the field. Written by a team of experienced data scientists and machine learning experts, this book covers everything from the basics of machine learning to advanced techniques, real-world applications, and ethical considerations.
With practical examples and hands-on exercises, you'll learn the essential mathematics and programming skills needed to build and train machine learning models. You'll explore popular algorithms like regression, classification, clustering, and reinforcement learning, as well as the latest deep learning techniques like convolutional and recurrent neural networks.
In addition, this book covers the practical aspects of machine learning, including data preparation, model selection, deployment, and monitoring. You'll also discover the ethical considerations involved in machine learning, such as bias and fairness, privacy and security, and environmental impact.
Whether you're a student, a data scientist, or a machine learning enthusiast, this book is an essential resource for anyone looking to master the latest techniques and tools in this exciting field."
This book offers a comprehensive and practical approach to learning machine learning, and appeals to both beginners and experienced practitioners looking to deepen their knowledge and skills in the field. It covers all the essential topics in machine learning, from foundational math and programming skills to advanced techniques, industry applications, and ethical considerations. With its practical examples, hands-on exercises, and in-depth coverage of the latest tools and technologies, this book is a must-have for anyone looking to succeed in the field of machine learning.
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