Deep Learning introduction and its application in various fields
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Convolutional Neural Networks for Sentence Classification. Paper and blog post
Bidirectional LSTM and one level attentional RNN. blog
Industrial machine Learning Application design
Machine learning implementation in large scale system
Stanford: CS231n: Convolutional Neural Networks for Visual Recognition
Stanford: CS224n: Natural Language Processing with Deep Learning
A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN
Understanding LSTM Networks and LSTM by Example using Tensorflow
Facebook is open sourcing Prophet, a forecasting tool available
some interesting project based on it 1. Forecasting iPad sales using Facebook's Prophet package