Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms 2nd Edition

Author: Nithin Buduma

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9789355420121
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    All Indian Reprints of O'Reilly are printed in Grayscale

    We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine learning and mathematics.

    The updated second edition of this book describes the intuition behind these innovations without jargon or complexity. Python-proficient programmers, software engineering professionals, and computer science majors will be able to reimplement these breakthroughs on their own and reason about them with a level of sophistication that rivals some of the best developers in the field.

    • Learn the mathematics behind machine learning jargon
    • Examine the foundations of machine learning and neural networks
    • Manage problems that arise as you begin to make networks deeper
    • Build neural networks that analyze complex images
    • Perform effective dimensionality reduction using autoencoders
    • Dive deep into sequence analysis to examine language
    • Explore methods in interpreting complex machine learning models
    • Gain theoretical and practical knowledge on generative modeling
    • Understand the fundamentals of reinforcement learning
    Books
    Author
    Nithin Buduma
    Author 2
    Nikhil Buduma
    Author 3
    Joe Papa
    Binding
    Paperback
    Condition Type
    New
    Country Origin
    India
    Edition
    Second
    Gift Wrap
    N
    Lead time to ship in days (if not in stock)
    ships in 12-15 days
    Leadtime to ship in days (default)
    ships in 1-2 days
    Pages
    392
    Publication Date
    28/05/2022
    Publisher
    Shroff/O'Reilly
    Year
    2022
    Dimensions
    Dimensions (W x H x D)
    7 x 9 x 0.75 inch

    Table of Contents (9789355420121_toc.pdf, 113 Kb) [Download]

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