Deep Learning with Tensorflow

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Module 1 – Introduction to TensorFlow
HelloWorld with TensorFlow
Linear Regression
Nonlinear Regression
Logistic Regression

Module 2 – Convolutional Neural Networks (CNN)
CNN Application
Understanding CNNs

Module 3 – Recurrent Neural Networks (RNN)
Intro to RNN Model
Long Short-Term memory (LSTM)

Module 4 - Restricted Boltzmann Machine
Restricted Boltzmann Machine
Collaborative Filtering with RBM

Module 5 - Autoencoders
Introduction to Autoencoders and Applications
Autoencoders
* Deep Belief Network

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