AI & Machine Learning / Beginner

Linear Algebra and Calculus for ML

Make sense of vectors, matrix dimensions and gradient steps with hand calculations.

What you’ll be able to do

• Calculate a dot product
• Check matrix multiplication dimensions
• Interpret a derivative and a gradient step

Your learning path

1. 01Vectors and dot products2 min
2. 02Check the shape of a calculation2 min
3. 03Follow a slope downhill2 min
4. ✓Final knowledge check75% to pass