Artificial Intelligence Systems
Undergraduate Course, ITBA University, Computer Engineering Department, 2020
Introduction to Artificial Intelligence. Definition of Intelligence. A*. Genetic Algorithms. Perceptron. Multilayer Perceptron. Optimization. PCA. Cross-Validation and Performance Metrics. Oja and Sanjer. Deep Learning. Autoencoders. Variational Autoencoders. GANs. CNN.