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Advanced Neural Networks with Tensorflow

Video Introducing this tutorial

The Course Overview
The Approach of This Course
Installing Docker and Downloading the Source Code for This Course
Understanding Jupyter Notebooks and TensorFlow
Visualizing Your Graph
Adding Summaries
Plotting the Weights in a Histogram
Inspecting Input and Output
Encoding MNIST Characters
Practical Application –Denoising
The Dropout Layer
Variational Autoencoders
The Omniglot Dataset
What Is a Siamese Neural Network?
Training and Testing a Siamese Neural Network
Alternative Loss Functions
Speed of Your Network
Getting Started with the OpenAI Gym
Random Search
Reinforcement Learning Explained
Reinforcement Learning Explained (Continued)

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