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Suggestions on Machine Learning Course Projects
This webpage will be updated.
(1) Solve open problems (data) posted in (domestic/international) data science competitions
| Competition | Type | Download | Webpage |
|---|---|---|---|
| http://contest.kbig.kr/ | Movie Attendance Prediction | download | |
| Insurance Fraud Detection | download | ||
| http://crowd.kbig.kr/ | Disease Prediction | download | webpage |
| Optimized Advertisement | download | webpage | |
| https://www.kaggle.com/ | Kaggle Competitions | webpage | |
| Kaggle Datasets | webpage | ||
| https://gallery.cortanaintelligence.com/competitions | Decoding Brain Signal | webpage | |
| Womens Health Risk Assessment | webpage | ||
| Real-time Crime Forecasting Comeptition | webpage | ||
| BTW 2017 Data Science Challenge (Calls → Data Science Challenge) | webpage |
(2) Teach agents using OpenAI Gym
You can download reinforcement learning library from https://gym.openai.com/
- Develop and compare reinforcement learning algorithms
- You can use several environments supported from the library. Please see the list from https://gym.openai.com/envs
(3) Game AI Competitions
VizDoom AI Competition ( http://vizdoom.cs.put.edu.pl/ )
(4) Learning to Control Units in StarCraft
You can use reinforcement learning to train “unit control” of StarCraft AI players on usemap settings (without terrain and with small number of units).
