Teaching

Artificial Intelligence (UBB Cluj-Napoca)

Artificial Intelligence teaching material for UBB Cluj-Napoca.

Type: Teaching material
Date: 24.02.2025 - 07.03.2025
Tags: artificial intelligence, teaching material

Artificial Intelligence

UBB Cluj-Napoca, 24.02.25 - 07.03.25

Lectures

Constraint Satisfaction Problems

Probability Theory

Bayesian Networks

Hidden Markov Models

Machine Learning: Clustering, Decision Trees, and Evaluation

Artificial Neural Networks: Perceptron

Artificial Neural Networks: Feedforward Neural Networks and Backpropagation

Video: Intuition for Backpropagation

Artificial Neural Networks: Generalization

Markov Decision Processes

Reinforcement Learning