Machine Learning & Deep Learning Extra Curricular Reading List

• How Tensorflow Model is Making Predictions (Towards Data Science - Medium)
• Understand learning rates link1 Understand and tune learning rate link2
• Grid Search Hyperparameters Deep Learning Models uisng Python Keras 
• Common derivatives cheatsheet
• Important Visualizing Convolutional Neural Networks (CNN) kernel, convolutional layers. 

• Best LSTM articles Article 1 Lecture on LSTM  Article 2 Article 3
• LSTM overview
• https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html
• https://pytorch.org/docs/stable/_modules/torch/nn/modules/rnn.html
• https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html
• https://towardsdatascience.com/understanding-bidirectional-rnn-in-pytorch-5bd25a5dd66
• This Is How Google Rejected Me Just To Tell Me “Yes” The Year After https://blog.pramp.com/this-is-how-google-rejected-me-just-to-tell-me-yes-the-year-after-d1c49dc53f88
• Introduction to Recurrent Neural Network (important, high quality) https://www.cpuheater.com/deep-learning/introduction-to-recurrent-neural-networks-in-pytorch/
• Highly recommended article on learning rate
• Uniqtech Co Data Science Bootcamp
• Softmax
• Pipeline of articles