Tutor – Big Data Master’s Program
, École Polytechnique de Lomé, 2023
Graduate tutoring (volunteer) for first-year Master’s students in the Big Data program, covering inferential statistics and optimization.
Inferential Statistics
- Hypothesis testing
- Confidence intervals
- Likelihood-based inference
- Asymptotic results
Optimization
- Unconstrained and constrained optimization
- Lagrange multipliers
- KKT conditions
- Gradient-based methods
- Convex optimization