Hypothesis Testing & Confidence Intervals — Roadmap Step & Resources
p-values, significance and drawing conclusions from sample data
- Level: beginner
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Interview questions
- What does a p-value actually tell you, and what's a common misinterpretation of it?
Study resources
- Hypothesis Testing (Article) — Khan Academy's clear introduction to null hypotheses, p-values and significance testing.
- P-values, Clearly Explained (Video) — StatQuest's widely-loved, clear explanation of p-values and hypothesis testing.
Part of
- Mathematics & Statistics for ML — section
- Machine Learning roadmap — the full learning path