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Neural Networks - The Nature of Code

Intermediate alien Difficulty 3/5 Build project Stop 8 / 11 JavaScript / Java ages teen+

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What is it?

Neural Networks - The Nature of Code is in our Neural Network build group, a list of tutorials about building a tiny learning program from scratch. We only know the title, short description and level from our list.

Is it for me?

It is for people who know some programming and some maths. Most items are Intermediate or Advanced, so it suits about age teen+ and up.

Grown-ups: this is a maths-heavy topic. It is fine to watch an explanation first.

How to start

  1. Pick a tutorial in a language you know.
  2. Open it with a grown-up and read the first step.
  3. Run the smallest example and see its output.

How much time?

Plan about 65 minutes at a time over about 8 sessions. (estimate)

65 min per session 8 sessions estimate

A plan you can follow

  1. Day 1 40 min Read the intro.
  2. Week 1 90 min Build a one-neuron example.
  3. Week 2 90 min Train it on a tiny data set.
  4. Week 3 60 min Change a setting and see what happens.

Times are estimates. Go at your own speed.

Go to the learning site

You are about to leave our site to visit Neural Networks - The Nature of Code on another website. We don't control that site. Ask a grown-up before you go. Check the original for details. This site may not be in your language. Your browser can translate the page: look for the translate button near the address bar, or ask a grown-up to help.

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Grown-ups: this link goes to a site we do not control and have not reviewed beyond its listing. Please look at it first.

Go to the learning site (opens the original site in a new tab)

https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh

On another site. From the list: codecrafters-io/build-your-own-x · License: CC0-1.0 · Build your own Neural Network

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