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

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
lambda_deployment		lambda_deployment
E1_movie_review_sentiment_analysis_mlp.ipynb		E1_movie_review_sentiment_analysis_mlp.ipynb
E2_sequence_modeling_basic_math.ipynb		E2_sequence_modeling_basic_math.ipynb
E2_word_pronounciations.ipynb		E2_word_pronounciations.ipynb
E3_finetuning_randall_not_randall.ipynb		E3_finetuning_randall_not_randall.ipynb
E3_image_recognition_clothing_detector.ipynb		E3_image_recognition_clothing_detector.ipynb
E5_timeseries-modeling.ipynb		E5_timeseries-modeling.ipynb
LICENSE		LICENSE
README.md		README.md
base_rnn_classifier.py		base_rnn_classifier.py
base_rnn_regressor.py		base_rnn_regressor.py
cnn_mnist_gluon_simplified.ipynb		cnn_mnist_gluon_simplified.ipynb
human_activity_classification_gluon.ipynb		human_activity_classification_gluon.ipynb
multivariate_timeseries_forecasting.ipynb		multivariate_timeseries_forecasting.ipynb
nn_basics.ipynb		nn_basics.ipynb
yelp_reviewset_mxnet.ipynb		yelp_reviewset_mxnet.ipynb

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