Deep Learning Series, P3: Understanding Recurrent Neural Networks

1. Why RNNs?Your smartphone predicting your next word when you are typing, Alexa understanding what you are saying or tasks like making stock market predictions, understanding movie plots, composing music, language translation and human learning: can you tell what is the common theme in this list? These are examples where sequence of information is crucial.For... Continue Reading →

Deep Learning Series, P1: Basics of Neural Networks and Understanding Gradient Descent

This post consists of the following two sections: Section 1: Basics of Neural Networks Section 2: Understanding Backward Propagation and Gradient Descent Section 1 Introduction For decades researchers have been trying to deconstruct the inner workings of our incredible and fascinating brains, hoping to learn to infuse a brain-like intelligence into machines. For example, when... Continue Reading →

Create a website or blog at

Up ↑