Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms - Tapa blanda

Buduma, Nikhil; Locascio, Nicholas

 
9781491925614: Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms
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ISBN 10: 1491925612 ISBN 13: 9781491925614
Editorial: O'Reilly Media, 2017

Sinopsis

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that's paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.

Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you're familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started.

  • Examine the foundations of machine learning and neural networks
  • Learn how to train feed-forward neural networks
  • Use TensorFlow to implement your first neural network
  • 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
  • Understand the fundamentals of reinforcement learning

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Nikhil Buduma is a computer science student at MIT with deep interests in machine learning and the biomedical sciences. He is a two time gold medalist at the International Biology Olympiad, a student researcher, and a "hacker." He was selected as a finalist in the 2012 International BioGENEius Challenge for his research on the pertussis vaccine, and served as the lab manager of the Veregge Lab at San Jose State University at the age of 16. At age 19, he had a first author publication on using protist models for high throughput drug screening using flow cytometry. Nikhil also has a passion for education, regularly writing technical posts on his blog, teaching machine learning tutorials at hackathons, and recently, received the Young Innovator Award from the Gordon and Betty Moore Foundation for re-invisioning the traditional chemistry set using augmented reality.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly Media
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1491925612
ISBN 13 
9781491925614
Encuadernación
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Número de páginas
304
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9789352135608: FUNDAMENTALS OF DEEP LEARNING [Paperback] [Jan 01, 2017] BUDUMA

Edición Destacada

ISBN 10:  9352135601 ISBN 13:  9789352135608
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