Lecture 1 - Neural Network from Scratch: Coding Neurons and Layers

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This is the first video of our new series: Building Neural Networks from scratch.

This series can be seen as a continuation of our Machine Learning: Teach by Doing series which you can access here: https://www.youtube.com/playlist?list=PLPTV0NXA_ZSi-nLQ4XV2Mds8Z7bihK68L

In this lecture we look at coding the 2 essential building blocks of neural networks: Neurons and Layers.

0:00 Introduction
9:05 Coding a Neuron
13:05 Coding a Layer
22:15 Coding using Loops

Link to access code file and whiteboard notes: https://drive.google.com/drive/folders/1mGd0b_YPzWvIeToXAXoZAobNRzqM60Pd?usp=sharing