Deep Learning

A series of articles dedicated to Deep Learning. All codes and exercises of this section are hosted on GitHub in a dedicated repository :

Medical Concepts Vectors- Evolution in Health care Applications : One of the most exciting concepts i came across based on famous NLP techniques known as Skipgrams.

Story Behind the Convolutional Neural Networks (CNN) with PyTorch Part I : We’ll explore core concepts of CNN with PyTorch framework.

Most Intuitive Explanation of Activation Functions : Blog throws light on different Activation functions we use in Neural Nets.

Deep Learning in a NutShell : Beginner’s Guide to Deep Learning Algorithms.

Ultimate Journey of GANs :Detailed Explanation of GAN’s & its Application with code walkthrough.

Data Shapely: Data valuation for Machine Learning : A first approach to exploring Data Shapley Algorithm for Machine Learning.