Computational Mathematics for Learning and Data An...
Software and support material
Background 2 (Antonio Frangioni)
Calculus background: continuous functions (topological
and algorithmic version), upper- and lower-semicontinuity (topological
and algorithmic version), why it matters. Partial derivatives,
directional derivatives, gradient, differentiability. The many ways in
which a function can be non differentiable.