on Autonomous Analytics
- Data Science Will Eat Its Children, a talk by Georg Wittenburg at the 2019 Rise of AI conference
on Data Formats
- Excel Binary File Format Structure for Microsoft Excel 97-2003 (XLS and XLT files)
- Excel Extensions to the Office Open XML SpreadsheetML File Format for Microsoft Excel 2007 (XLSX, XLSM, XLSB and XLTX files)
- IBM SPSS Statistics Data Files for SPSS (SAV files)
- RFC 4180 for comma-separated values (CSV and TSV files)
on Pattern Detection
- Generalized ESD Test for Outliers as described in the NIST/SEMATECH e-Handbook of Statistical Methods
- DBSCAN as described in A Density-based Algorithm for Discovering Clusters in Large Spatial Databases with Noise by Martin Ester, Hans-Peter Kriegel, Jörg Sander, and Xiaowei Xu. AAAI Press (1996)
on Forecasting
- Prophet as described in Forecasting at Scale by Sean Taylor and Benjamin Letham (2017)