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Fundamentals of Machine & Deep Learning A Complete Guide on Pyearning with Practical Exercises for Learners 1st edition by Sachan ISBN B089S55D61 978B089S55D61

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Product details:

ISBN 10:  B089S55D61
ISBN 13: 978B089S55D61
Author: Sachan

This book is written to provide a solid foundation in machine learning using Python libraries by providing case studies and real-life examples. It covers topics such as the fundamentals of machine learning, the introduction to Python. It is intended for students studying machine learning in their Undergraduate and Post graduate courses in Information Technology, Computer Engineering, Electronics and Communications Engineering and Electrical Engineering. An introduction to a wide range of deep learning topics, covering conceptual and mathematical backgrounds, deep learning techniques used in industry, and research perspectives. The text provides conceptual and mathematical background, covering relevant concepts in linear algebra, probability theory, and information theory, number computing, and machine learning. It describes the deep learning techniques used by industry professionals, including deep feedback networks, regularization, optimization algorithms, convolution networks, and hands-on methodology

Fundamentals of Machine & Deep Learning A Complete Guide on Pyearning with Practical Exercises for Learners 1st Table of contents:

Chapter 1: Machine Learning

Chapter 2: Machine Learning Algorithms

Chapter 3: Models of Machine Learning

Chapter 4: Artificial Intelligence and Machine Learning

Chapter 5: Mathematics & Python Programs for Machine Learning

Chapter 6: Future Scope of Machine Learning

Chapter 7: Introduction to Deep Learning

Chapter 8: Models for Deep Learning

Chapter 9: Deep Learning Algorithms

Chapter 10: Future Scope of Deep Learning

Salient Features

  • Comprehensive coverage of:

    • Machine Learning Algorithms

    • Models of Machine Learning

    • Artificial Intelligence and Machine Learning

    • Mathematics & Python Programs for Machine Learning

    • Future Scope of Machine Learning

  • Newly added content on:

    • Deep Learning

    • Models for Deep Learning

    • Deep Learning Algorithms

    • Future Scope of Deep Learning

  • Clear explanation of various Python programs with a large number of neat, well-drawn, and illustrative diagrams.

  • Written in simple, easy-to-understand language suitable for students and beginners.

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Tags: Sachan, Practical Exercises, Deep Learning, Complete Guide