Machine learning with TensorFlow

Machine learning with TensorFlow

by Shukla, Nishant

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Title Statements

  • Full title :Machine learning with TensorFlow / Nishant Shukla ; Kenneth Fricklas, senior technical editor.

Edition Statements

  • Publication Date:2018

Publication Statements

  • Publisher(s):Manning
  • Place of Publication:Shelter Island
  • Language:eng
  • Publication Date:2018

The Physical Object

  • Description:XX, 251 p. : : il. ; : 25 cm

Edition Identifiers

  • ISBN:9781617293870, 1617293873
  • oclc:on1039081226

Table of Contents

I. Your machine-learning rig 1. A machine-learning odyssey 2. TensorFlow essentials II. Core learning algorithms 3. Linear regression and beyond 4. A gentle introduction to classification 5. Automatically clustering data 6. Hidden Markov models III. The neural network paradigm 7. A peek into autoencoders 8. Reinforcement learning 9. Convolutional neural networks 10. Recurrent neural networks 11. Sequence-to-sequence models for chatbots 12. Utility landscape.

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Subjects

Aprendizaje automático artificial intelligence Inteligencia artificial Machine learnig

Writers

Shukla, Nishant Fricklas, Ken

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