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You are here: Home ▶ Limited-Time Offers ▶ Deep Learning Quick Reference

Deep Learning Quick Reference

December 18, 2021

Deep Learning Quick Reference

Deep Learning Quick Reference includes essential tips, tricks, and hacks to train a variety of deep learning models such as CNNs, RNNs, LSTMs, and more. Supplemented with essential mathematics and theory, every chapter provides best practices and safe choices for training and fine-tuning your models in Keras and Tensorflow. (Limited-time offer)

Table of Contents

  • The Building Blocks of Deep Learning
  • Using Deep Learning to Solve Regression Problems
  • Monitoring Network Training Using TensorBoard
  • Using Deep Learning to Solve Binary Classification Problems
  • Using Keras to Solve Multiclass Classification Problems
  • Hyperparameter Optimization
  • Training a CNN from Scratch
  • Transfer Learning with Pretrained CNNs
  • Training an RNN from scratch
  • Training LSTMs with Word Embeddings from Scratch
  • Training Seq2Seq Models
  • Using Deep Reinforcement Learning
  • Generative Adversarial Networks

Download Free PDF / Read Online

Author(s): Mike Bernico
Publisher: Packt Publishing
Published: March 2018
Format(s): Online
File size: –
Number of pages: 272
Download / View Link(s): This offer has ended.
Free as of 08/21/2019 12/18/2021.

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