can someone shortlist topics within linear algebra, probability and statistics that are more important for this AI call ? (Strang's class has 34 lectures and nu

can someone shortlist topics within linear algebra, probability and statistics that are more important for this AI call ? (Strang's class has 34 lectures and numerous topics in khan academy too)