MAI4CAREU delivers modern “on the edge” Master Programmes in AI within the network of the partner universities promoting new careers in AI for students from any EU country.
MAI4CAREU delivers modern “on the edge” Master Programmes in AI within the network of the partner universities promoting new careers in AI for students from any EU country.
Join NeuralNine in this comprehensive tutorial on house price prediction using Python. From data preprocessing and feature augmentation to model selection and hyperparameter optimization, this tutorial covers every facet of the machine learning process
A brief video of 5’ that very broadly presents in simple terms, explains the difference between AI, Machine Learning and Deep Learning and introduces the notion of weak and strong AI.
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.
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.