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Fundamentals of Deep Learning. 2nd Edition

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Fundamentals of Deep Learning. 2nd Edition Nithin Buduma, Nikhil Buduma, Joe Papa - okładka książki

Fundamentals of Deep Learning. 2nd Edition Nithin Buduma, Nikhil Buduma, Joe Papa - okładka książki

Fundamentals of Deep Learning. 2nd Edition Nithin Buduma, Nikhil Buduma, Joe Papa - okładka audiobooka MP3

Fundamentals of Deep Learning. 2nd Edition Nithin Buduma, Nikhil Buduma, Joe Papa - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
390
2w1 w pakiecie:
     ePub
     Mobi

Ebook

299,00 zł
254,15 zł

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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
0 Nithin Buduma, Nikhil Buduma, Joe Papa

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