Corona aus der Data-Science Perspektive (click here to comment)
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Quantitative Finance
- Quantopian
- Backtesting
- Quantopian auf github zipline (backtesting library)
- Linear Regression
- statsmodels ARIMA
Probabilistic Programming
- pymc
- Markov chain Monte Carlo
- The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3
- Bayesian Statistics
COVID-19
- Thomas covid-19 repository
- Some covid19 dashboards
- Compartmental models in epidemiology
- Student's t-distribution
- Using epidemiological models is like counting spoons tweet by @nntaleb
- "Thousands of lines of undocumented c code" tweet by @neil_ferguson
- Johns Hopkins Daten aus WHO Pdfs
- European Centre for Disease Prevention and Control
- Our world in data (coronavirus)
- Hackathon Coronavirus
- COVID19 Global Forecasting Kaggle-Competition
- COVID-19 Open Research Dataset Challenge Kaggle-Competition
- CCC Cert Informationssammlung
- CERT Bulletin