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TensorFlow 2.x in the Colaboratory Cloud an introduction to deep learning on Google's Cloud Service

Use TensorFlow 2.x with Google's Colaboratory (Colab) product that offers a free cloud service for Python programmers. Colab is especially well suited as a platform for TensorFlow 2.x deep learning applications. You will learn Colab's default install of the most current TensorFlow 2.x alon...

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Bibliographic Details
Main Author: Paper, David
Format: eBook
Language:English
Published: [Berkeley, CA] Apress 2021
Subjects:
Machine Learning / Http://id.loc.gov/authorities/subjects/sh85079324
Artificial Intelligence / Fast
Artificial Intelligence / Http://id.loc.gov/authorities/subjects/sh85008180
Artificial Intelligence
Intelligence Artificielle
Data Structures (computer Science) / Http://id.loc.gov/authorities/subjects/sh85035862
Machine Learning / Fast
Data Structures (computer Science) / Fast
Apprentissage Automatique
Artificial Intelligence / Aat
Structures De Données (informatique)
Machine Learning
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Introduction to deep learning
  • Build your first neural network with Google Colab
  • Working with TensorFlow data
  • Working with other data
  • Classification
  • Regression
  • Convolutional neural networks
  • Automated text generation
  • Sentiment analysis
  • Time series forecasting with RNNs

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