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A Neural Network in 11 lines of Python

Intermediate alien Difficulty 3/5 Build project Stop 10 / 34 Python ages teen+

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What is it?

A Neural Network in 11 lines of Python 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

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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://iamtrask.github.io/2015/07/12/basic-python-network/

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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Stop 8 Python Resource list Stop 9 A 3D Modeller Build project Stop 10 A Neural Network in 11 lines of Python Build project Stop 11 A Template Engine Build project Stop 12 Building A Python-Based Search Engine Build project Stop 13 Continuous Integration System Build project Stop 14 Dash Resource list

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