Machine Learning | With Online Learning Platform | 35+ Video Notes | 2nd Edition | - Pearson

Machine Learning | With Online Learning Platform | 35+ Video Notes | 2nd Edition | - Pearson (Paperback, Saikat Dutt, Subramanian Chandramouli, Amit Kumar Das)

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Machine Learning | With Online Learning Platform | 35+ Video Notes | 2nd Edition | - Pearson  (Paperback, Saikat Dutt, Subramanian Chandramouli, Amit Kumar Das)

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    Highlights
    • Binding: Paperback
    • Publisher: Pearson
    • Genre: Textbook
    • ISBN: 9788119896738, 8119896738
    • Edition: 2, 2024
    • Pages: 556
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  • Description
    Machine Learning introduces readers to the area of machine learning in an extremely easy to read and understand manner. Through numerous worked-out problems, diagrams and notes, the text makes this challenging subject easy to assimilate. The text starts with a simple introduction to the concepts of machine learning and expands it by delving into the details of different learning algorithms by using sample caselets. The authors, by virtue of their long exposure to industry implementations, have designed the topics so that readers will earn industry-readiness by just reading this text.
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    Specifications
    Book Details
    Imprint
    • Pearson
    Publication Year
    • 2024 July
    Edition Type
    • Latest
    Table of Contents
    • 1 Introduction to Machine Learning 2 Preparing to Model 3 Modelling and Evaluation 4 Basics of Feature Engineering 5 Brief Overview of Probability 6 Bayesian Concept Learning 7 Supervised Learning: Classification 8 Supervised Learning: Regression 9 Unsupervised Learning 10 Reinforcement Learning 11 Basics of Neural Network 12 Other Types of Learning 13 End-to-end ML implementations 14 Generative AI & Large Language Models
    Number of Pages
    • 556
    Net Quantity
    • 1
    Contributors
    Author Info
    • 1. Saikat Dutt - Visiting Faculty, Indian Institute of Management Calcutta, Former Senior Director, Cognizant Technology Solutions 2. Subramanian Chandramouli - Associate Director, Cognizant Technology Solutions 3. Amit Kumar Das Principal Director, LTIMindtree Former Faculty Member, Institute of Engineering & Management, Kolkata
    University Books Details
    Degree/Diploma
    • Degree
    Additional Features
    Age Group
    • 14 - 60 Year
    Dimensions
    Width
    • 17.2
    Height
    • 23.5
    Depth
    • 2.2
    Weight
    • 665
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    • Book
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