Probability Distributions — Roadmap Step & Resources
Normal, binomial and other common distributions and where they show up in data
- Level: beginner
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Interview questions
- Why does so much of statistics assume an underlying normal distribution?
Study resources
- Probability Distributions (Article) — Brown University's interactive visual explanation of common probability distributions.
- The Normal Distribution, Clearly Explained!!! (Video) — StatQuest's widely-loved, clear explanation of the normal distribution.
Part of
- Mathematics & Statistics for ML — section
- Machine Learning roadmap — the full learning path