Unlock: Stochastic Differential Equations
SDEs of the form dX = b dt + sigma dB: strong and weak solutions, existence and uniqueness under Lipschitz conditions, Euler-Maruyama discretization, and the canonical examples that appear throughout ML (Ornstein-Uhlenbeck, geometric Brownian motion, Langevin dynamics).
17 Prerequisites0 Mastered0 Working17 Gaps
Prerequisite mastery0%
Recommended probe
Vectors, Matrices, and Linear Maps is your weakest prerequisite with available questions. You haven't been assessed on this topic yet.
Not assessed36 questions
Ito's LemmaAdvanced
Not assessed2 questions
Stochastic Calculus for MLAdvanced
Not assessed5 questions
Sign in to track your mastery and see personalized gap analysis.