Neural-Networks-From-Scratch/README.md

Purpose

Following along with the playlist created by Vizuara on Youtube (https://www.youtube.com/playlist?list=PLPTV0NXA_ZSj6tNyn_UadmUeU3Q3oR-hu).

The primary objective is to gain a foundational understanding of simple neural networks including forward propagation, activation layers, backward propagation, gradient descent,learning rate decay, and momentum.

Lecture Contents

Lectures 1-2 use same handout.

Lectures 3-6 use same handout.

Lectures 7-11 use same handout.

Lecture 12 uses same handout.

Lectures 13-17 use same handout.

Lectures 18-22 use same handout.

Lectures 23-24 use same handout.

Lectures 25-27 use same handout.

Lectures 28-31 use same handout.