Beat Asteroids Game Using a Neural Network - JavaScript Tutorial

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=2cGHkBeGpeU


Duration: 1:53:23
26,512 views
598

This complete JavaScript tutorial shows how to automate an asteroids game using a neural network.

This tutorial keeps the complex theory to a minimum and demonstrates how to use a neural network in a real-world situation.

The tutorial builds off of a previous JavaScript tutorial that shows how to build an astroids game from scratch. However, viewing that tutorial first is not required.

🎥Original Asteroids Game Tutorial: https://youtu.be/H9CSWMxJx84

⭐️Game Resources ⭐️
💻Asteroids Game in Javascript / HTML: https://drive.google.com/file/d/1tmjvMKxCcJeyTpi5pI6A8cgVxwWnyPXn/view
🔈Sound Files: https://drive.google.com/file/d/1iSykdpBCc7xafRFHrdH0mH4TeR5ansAc/view

⭐️Course Contents and Code ⭐️
⌨️(0:00) Part 1: Setup and Matrix Functions
💻Code - Setup and Matrices: https://drive.google.com/file/d/1G7HtRB1OFDBirwqkjWnBRfb4veaJ6QNr/view
💻Code - Matrix Functions: https://drive.google.com/file/d/10io7bEQFxQNyMfdhTkEKqpLLUCAfP7sr/view

⌨️(35:24) Part 2: Neural Network
💻Code - Neural Network: https://drive.google.com/file/d/1_0rYsKM9XW8TOPVyFK8uM5Q9_1OzRY7A/view
💻Code - NeuralNetwork class: https://drive.google.com/file/d/1ROSjAEHAGMTN6MDP1LDAln7xaZD0aCsV/view

⌨️(1:10:45) Part 3: Automate the Ship
💻Code - Automate the Ship: https://drive.google.com/file/d/1MtFKUGdK7KRVIc1Xc1agcbUb29fB7Oo3/view
💻Code – Error Logging: https://drive.google.com/file/d/1Dd3EPkXIjmvoUioxq-bR0XQ5fsE0gwJp/view


Tutorial from Mt. Ford Studios. Check out their channel for more great tutorials: https://www.youtube.com/channel/UCYGcMtRTLWQHgLq4V3bP3sA

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