Update class01.md

Author: andrewrosemberg

class01/class01.md

@@ -2,7 +2,7 @@
 
 **Presenter:** Andrew Rosemberg
 
-**Topic:** Course map; why PDE-constrained optimization; tooling overview; stability & state-space dynamics; Lyapunov; discretization issues
+**Topic:** Course map; why PDE-constrained optimization; tooling overview; stability & state-space dynamics; Lyapunov; discretization issues.
 
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@@ -72,4 +72,4 @@ We have prepared a basic (Pluto) [Linear Algebra Primer](./background_materials/
 ### **Optimization**:
 We will use JuMP for some optimization tasks. If you are new to JuMP, please review the [JuMP Tutorial](https://jump.dev/JuMP.jl/stable/tutorials/getting_started/getting_started_with_JuMP/) to familiarize yourself with its syntax and capabilities.
 
-Test your knowledge with this (Pluto) [Modeling Exercise](./background_materials/optimization_homework.jl).
+Test your knowledge with this (Pluto) [Modeling Exercise](./background_materials/optimization_homework.jl).