Fundamentals of Deep Learning Book Reviews
Fundamentals of Deep Learning by Nithin Buduma, Nikhil Buduma & Joe Papa Book Summary
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 jargonExamine the foundations of machine learning and neural networksManage problems that arise as you begin to make networks deeperBuild neural networks that analyze complex imagesPerform effective dimensionality reduction using autoencodersDive deep into sequence analysis to examine languageExplore methods in interpreting complex machine learning modelsGain theoretical and practical knowledge on generative modelingUnderstand the fundamentals of reinforcement learning
Book Name | Fundamentals of Deep Learning |
Genre | Computers & Internet |
Author | Nithin Buduma, Nikhil Buduma & Joe Papa |
Published | 16 May 2022, Monday |
Language | English |
E-Book Size | 14.39 MB |
Fundamentals of Deep Learning (Nithin Buduma, Nikhil Buduma & Joe Papa) Book Reviews 2024
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Summary of Fundamentals of Deep Learning by Nithin Buduma, Nikhil Buduma & Joe Papa
The Fundamentals of Deep Learning book written by Nithin Buduma, Nikhil Buduma & Joe Papa was published on 16 May 2022, Monday in the Computers & Internet category. A total of 76 readers of the book gave the book 0 points out of 5.
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