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You are here: Home ▶ Limited-Time Offers ▶ Advanced Deep Learning with R

Advanced Deep Learning with R

November 23, 2021

Advanced Deep Learning with R

Advanced Deep Learning with R will help you understand popular deep learning architectures and their variants in R, along with providing real-life examples for them. (Limited-time offer)

 

Table of Contents

  • Section 1: Revisiting Deep Learning Basics
  • Revisiting Deep Learning Architecture and Techniques
  • Section 2: Deep Learning for Prediction and Classification
  • Deep Neural Networks for Multi-Class Classification
  • Deep Neural Networks for Regression
  • Section 3: Deep Learning for Computer Vision
  • Image Classification and Recognition
  • Image Classification Using Convolutional Neural Networks
  • Applying Autoencoder Neural Networks Using Keras
  • Image Classification for Small Data Using Transfer Learning
  • Creating New Images Using Generative Adversarial Networks
  • Section 4: Deep Learning for Natural Language Processing
  • Deep Networks for Text Classification
  • Text Classification Using Recurrent Neural Networks
  • Text classification Using Long Short-Term Memory Network
  • Text Classification Using Convolutional Recurrent Neural Networks
  • Section 5: The Road Ahead
  • Tips, Tricks, and the Road Ahead

Download Free PDF / Read Online

Author(s): Bharatendra Rai
Publisher: Packt Publishing
Published: December 2019
Format(s): Online
File size: –
Number of pages: 352
Download / View Link(s): This offer has ended.
Free as of 11/23/2021.

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