Facebook V: Predicting Check Ins, See Notebook
- Explored each feature in a thoroughly way and gave detailed observation.
- Explained each used algorithm in layman’s terms and gave the whole though process of refining.
- Provided visualization to emphasizes the important qualities about data with thorough discussion.
Facebook and Kaggle launched a machine learning engineering competition of identifying the correct place for check ins, which is a supervised classification problem. For giving a flavor of what it takes to work with real data, Facebook created an artificial world consisting of more than 100,000 places located in a 10 km by 10 km square and data was fabricated to resemble location signals coming from mobile devices.
The content of this repository is licensed under MIT License