Spring2021_CS_ANN_Class

This is the repository contains class notes for Artificial Neural Networks.

1. Lecture 1: Python Basics

   1. Lecture 1: Module1
   2. Lecture 1: Module 2
   3. Lecture 1: Module 3

2. Lecture 2: Git and GitHub

   1. Lecture 2: Module 1
   2. Lecture 2: Module 2
   3. Lecture 2: Module 3
   4. Lecture 2: Module 4

3. Lecture 3: Google Colab and A Single Neuron

   1. Lecture 3: Module 1
   2. Lecture 3: Module 2
   3. Lecture 3: Module 3

4. Lecture 4: Shallow And Deep Netowks

   1. Lecture 4: Module 1 (A Simple Example)
   2. Lecture 4: Module 2 (A Simple Example For Non Linear Data)
   3. Lecture 4: Module 3 (A Shallow Model For Non Linear Data)
   4. Lecture 4: Module 4 (A Shallow Model For Complex Data)
   5. Lecture 4: Module 5 (A Deep Neural Network Model For A Complex Dataset)
   6. Lecture 4: Module 6 (MultiClass Classification)