CS-541-Deep_Learning

Course Textbook: Deep Learning Book

Recommended Additional Textbook:

• Dive Into Deep Learning
• Deep Learning Book
• Pattern Recognition and Machine Learning

Reading 1:

• Chapters 1 In Deep Learning Book
• Chapters 2 In Deep Learning Book
• Chapters 5 In Deep Learning Book

Reading 2:

• Chapters 3 In Deep Learning Book
• Chapters 6 In Deep Learning Book
• Additional Helpful Reading
  • From Autoencoder to Beta-VAE

Reading 3:

• Auto-Encoding Variational Bayes Paper
• Tutorial on Variational Autoencoders

Generic Readings That Should Be Done As You Need

• Fashion-MNIST with tf.Keras
• Understanding LSTM Networks
• Derivation Of Softmax Function

Assignment 1

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