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while True: learn(): Understand machine learning by playing a game

Blog post from Zapier

Post Details
Company
Date Published
Author
Miguel Rebelo
Word Count
1,799
Company Posts That Month
37
Language
English
Hacker News Points
-
Post removed?
No
Summary

You're about to embark on a journey to understand machine learning through a cartoony puzzle game called while True: learn(). The game's main objective is to take data from an input, process it using machine learning models, and deliver the sorted data to outputs. Each level has its own unique objective, and as you progress, you'll unlock new machine learning nodes that represent different methods of processing information and making decisions. These nodes are crucial for solving levels efficiently. The game introduces various machine learning concepts, such as expert systems, supervised machine learning, decision trees, random forests, and genetic algorithms. While the game is designed to teach machine learning, it's not a comprehensive introduction, and players will need to supplement their knowledge with additional resources or experience in programming and computer science. Nonetheless, playing while True: learn() can help demystify AI and ML, and even those without prior technical knowledge can walk away with transferable skills, such as understanding systems design and automation.

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