← Skill graph
Calculus and differentiation
Part of Mathematics for machine learning
Needs first
Nothing — this is a starting point.
Helps first
Nothing recommended beyond what is required.
Where it is assessed
6 assessed items, 0 done.
- AIE-201 M2.4 Backpropagation by hand · tier 1
- AIE-201 M2.5 Differentiate a loss you actually use · tier 1
- AIE-201 M2.6 Where the chain rule explains the bug · tier 2
- AIE-201 M2.7 Retention: the chain rule through a graph · tier 1
- AIE-201 M5.6 Oral defense · tier 4
- AIE-201 M5.7 Retention: the whole course, cold · tier 1
Verified sources
- Essence of calculus · 3Blue1Brown
- Mathematics for Machine Learning