Data Science for Software Engineers

Our goal is to create an introduction to data science for software engineers that uses software engineering questions and data to introduce common statistical tools and methods. Help is welcome, but please note that all contributors must abide by our Code of Conduct.

Learner Persona

FIXME

FIXME

Syllabus

  1. Introduction
  2. Basic Tools
  3. Robust Analysis
  4. Hypothesis Testing
  5. The Law of Large Numbers
  6. Non-Parametric Statistics

Appendices

  1. License
  2. Code of Conduct
  3. Bibliography
  4. Glossary
  5. Theory

Start where you are
Use what you have
Help who you can