Artificial Intelligence

4 - Regression
Introduction to regression (& classification) problems and models
Oct 27, 2025
4 - Nash Equilibrium
Characterization of equilibrium condition in games
Jul 1, 2025
NumPy Basics
A short tutorial on NumPy
Sep 13, 2021
5 - Classification
Introduction to classification problems and some models
Nov 7, 2025
5 - Mixed Strategies
Extension to probabilistic thinking in game theory
Jul 1, 2025
Regression Models
An analysis of linear, non-linear and logistic regression models to solve some simple regression/classification models
Sep 13, 2021
6 - Evolutionary Stability
Evolutionary Game Theory Concepts
Jul 1, 2025
K-Nearest Neighbors
An analysis of a non-parametric algorithm with a very simple learning rule
Sep 13, 2021
7 - Game Theory & Machine Learning
Applications of game theory in machine learning
Jul 1, 2025
PyTorch Basics
A short tutorial on PyTorch
Sep 13, 2021