Skill
Linear algebra intuition
Vectors, matrices, and linear maps as geometry — enough to read ML papers without panic.
What you will be able to do
- Explain a vector as a list and as an arrow
- Multiply a matrix and a vector by hand for 2D
- Connect dot products to similarity
Curated resources
Start with the pick, then branch out
Scores are LearnPath editorial opinions (clarity, cost, freshness, project density) — not an objective ranking. Every YouTube item is embedded officially after a click-to-load facade.
