All Projects → sunilmallya → Dl Twitch Series

sunilmallya / Dl Twitch Series

Licence: apache-2.0
Notebook from the Deep Learning Twitch Series on AWS (https://twitch.tv/aws)

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dl-twitch-series

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

Other cool stuff in the repo

  • CNNs made simpler with Gluon
  • Extensible RNN Regression class with Gluon code
  • Multivariate Timeseries forecasting with Symbolic MXNet and Gluon notebook
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