Data Analysis
- Tidy Data (Wickham, 2014)
- How we learnt to stop worrying and love web scraping (DeVito et al, 2020)
Data Science
- Random Forests (Breiman, 2001)
- Statistical Modeling: The Two Cultures (Breiman, 2001)
- ASA Statement on Statistical Significance and P-Values (Wasserstein, et al, 2016)
- The AI Hierarchy of Needs (Rogati, 2017)
- Scientists rise up against statistical significance (Amrhein, et al, 2019)
- Data science is different now (Boykis, 2019)
Data Strategy
- The Empty Promise of Data Moats (Casado, Lauten, 2019)
- Emerging Architectures for Modern Data Infrastructure (Bornstein, et al, 2020)