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world-games-2017's Introduction

world-games-2017

A gamified game to learn AI & Machine Learning on a polyglot way.

world-games-2017's People

Contributors

jabrena avatar

Watchers

 avatar James Cloos avatar  avatar

world-games-2017's Issues

Brainstorming about technologies & topics

In order to be a democratic game, it is necessary that everyone participate in the brainstorming process. Everyone can write the different technologies and topics to discuss in the game.

Big Areas:

https://en.wikipedia.org/wiki/Artificial_intelligence

  • 3.1 Search and optimization
  • 3.2 Logic
  • 3.3 Probabilistic methods for uncertain reasoning
  • 3.4 Classifiers and statistical learning methods
  • 3.5 Neural networks
  • 3.6 Deep feedforward neural networks, http://www.deeplearningbook.org/
  • 3.7 Deep recurrent neural networks
  • 3.8 Control theory
  • 3.9 Languages
  • 3.10 Evaluating progress

https://en.wikipedia.org/wiki/Machine_learning

  • Problems
  • Supervised learning (classification โ€ข regression)
  • Clustering
  • Dimensionality reduction
  • Structured prediction
  • Anomaly detection
  • Neural nets
  • Reinforcement Learning

Create Game Landing

npm install http-server -g
http-server ./YOUR_PATH -p 3000
python -m SimpleHTTPServer

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