The University of Cyprus's MSc Artificial Intelligence is part of the Master programmes in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures...
he University of Cyprus's MSc Artificial Intelligence is part of the Master programme in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures. Taught...
MAI612 Lecture 7 delves into Kernel-based methods, with a primary focus on Support Vector Machines (SVM). The lecture unfolds key concepts such as linear and non-linear decision boundaries, introducing students to the intricacies of kernel methods and the kernel trick.
In MAI612 Lecture 6, the spotlight shines on Decision Trees and Ensemble Learning, unravelling the intricacies of these powerful techniques. Students embark on a journey to understand the inner workings of decision tree models, delving into concepts of entropy and information gain for training.
The University of Cyprus's MSc Artificial Intelligence is part of the Master programmes in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures...
The University of Cyprus's MSc Artificial Intelligence is part of the Master programmes in Artificial Intelligence 4 Careers in Europe (MAI4CAREU). One of Master's programme's courses, MAI612 - Machine Learning is split up into several lectures...
Within the MAI612 - Machine Learning course of the MAI4CAREu Master, Lecture 14 on Anomaly Detection begins with a revision of the previous lesson on Dimensionality Reduction.