Currently in III year of my gradutaion
Some of my major projects done during this span:
I write articles on Machine Learning for 'Towards Data Science' publication on Medium
Some of my articles are:
Link to the article: Everything You Need To Know About Linear Regression
Link to the article: Batch, Mini Batch & Stochastic Gradient Descent
Clone of chrome dinosaur game, but with a bit of computer vision
AI learns to play Flappy Bird game using Neuroevolution of Augmenting Topologies(NEAT)
AI learns to play Ping Pong game using Neuroevolution of Augmenting Topologies(NEAT)
A simulator which helps you visualize Linear Regression
AI generates lyrics of Eminem that he never wrote using Long Short Term Memory(LSTM).
A neural network, built from scratch, which predicts the output of XOR gate.
Compares price of the product from both websites using web crawling.
A GUI based calculator which can perform basic arithmetic operations.
This article is about Linear Regression and all the maths behind it.
Learn about Gradient Descent & its variants.