Descriptive Statistics — Roadmap Step & Resources
Mean, median, variance, standard deviation and summarizing a dataset
- Level: beginner
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- Descriptive Statistics (Article) — Khan Academy's clear, widely-used lessons on mean, median, variance and standard deviation.
- Statistics Fundamentals (Video) — StatQuest's foundational playlist covering the core statistics every ML practitioner needs.
Part of
- Mathematics & Statistics for ML — section
- Machine Learning roadmap — the full learning path