Update README.md

sunilmallya · Oct 12, 2017 · 28c0b32 · 28c0b32
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@@ -5,4 +5,6 @@ Notebook from the Deep Learning Twitch Series on AWS (https://twitch.tv/aws)
 * Episode 1: Neural Network Basics and Sentiment Analysis with Multi Layer Perceptron
 * Episode 2: Sequence Modeling: Model learns to do basic math and model to pronounce english words
 * Episode 3: Convolutional Neural Networks: Fashion MNIST and Finetuning 
+* Episode 4: Sockeye and Chatbots 
+* Episode 5: Timeseries modeling: Predicting Amazon ec2 instance spot price