CNN Convolutional Neural Networks (CNNs / ConvNets) An Intuitive Explanation of Convolutional Neural Networks RNN, LSTM Understanding LSTM Networks Written Memories: Understanding, Deriving and Extending the LSTM Attention and Augmented Recurrent Neural Networks NN Gradient: Vanish vs Explode Practical Recommendations for Gradient-Based Training of Deep Architectures THE NEURAL NETWORK ZOO NEURAL NETWORK ZOO PREQUEL: CELLS AND LAYERS NLP word2vec ML Approaching (Almost) Any Machine Learning Problem BEST PRACTICE 37 Reasons why your Neural Network is not working APPLICATION WITH DL Tuning Your DBMS Automatically with Machine Learning ENGINEERING EXTREME EVENT FORECASTING AT UBER WITH RECURRENT NEURAL NETWORKS AB Test Efficient tuning of online systems using Bayesian optimization