Intro to Neural Networks

A short introduction to neural networks with example codes in Julia and Python

Course Contents

• An overview of the basics of neural network
• How to train your neural network
• Implementing a neural network from scratch in Julia
• Examples of machine learning libraries in Julia and Python
• Resources for further learning

Getting Started with Julia & VSCode

1. Install Julia: https://julialang.org/downloads/
2. Install VSCode: https://code.visualstudio.com
3. Install Julia for VSCode: Go to View in VSCode, then click on "Extensions" and type "julia" in the search box and hit enter. Install the julia extension.
4. Required Julia packages can then be installed by running RequiredPackages.jl from the code folder