Anuj Dutt

Hands on Machine Learning, Deep Learning, NLP

Introduction to Machine Learning #4

Theory and Mathematics behind Gradient Descent for Linear Regression.

Posted on June 30, 2017

Introduction to Machine Learning #3

Theory & Mathematics behind Linear Regression.

Posted on June 24, 2017

Introduction to Machine Learning #2

Machine Learning Basics

Posted on June 18, 2017

Introduction to Machine Learning #1

Machine Learning and Deep Learning in Depth Tutorial Series: Newbie to AI Geek

Posted on June 18, 2017

Generative Adversarial Networks:Part II

Project: GAN's for MNIST

Posted on April 30, 2017

Generative Adversarial Networks:Part I

A Brief Introduction to GAN's

Posted on April 30, 2017

Language Model using RNN

A RNN Language Model from Scratch using Python, Numpy and Theano

Posted on April 13, 2017

Basic Feed Forward Neural Network with Back Propagation

A basic Neural Network from Scratch using Python and Numpy

Posted on April 9, 2017