Repo for data science related projects of various sizes and durations, aimed mainly at sharpening analytical skills or improving upon technology know-how with a periodic mixture of interesting data insights.
- Data reduction: SAX vs Fourier - first hand acquaintance with SAX and iSAX data reduction method and its comparison to a discrete Fourier transform. Comes with a matplotlib based interactive UI and a report.
- Bike sharing client trend forcasting - simple ridge regression model that forecasts usage trends of a bike sharing service.