Displaying 208 resources
Certification
Online Course
Tutorial/How To/Guides
Label Propagation
This lecture overviews Label Propagation that has many applications in pattern recognition (semi-supervised learning) and in the study of diffusion processes.
Certification
Online Course
Tutorial/How To/Guides
Robot and Drone Swarms
This lecture overviews Robot and Drone Swarms that has many applications in autonomous systems: cars/drones.
Certification
Online Course
Tutorial/How To/Guides
Bayesian Learning
This lecture overviews Bayesian Learning that has many applications in pattern recognition and clustering. It covers the following topics in detail: Bayes probability theorem. Bayes decision rule. Bayesian classification.
Certification
Online Course
Tutorial/How To/Guides
Decision Surfaces. Support Vector Machines
This lecture overviews Decision Surfaces and, in particular, Support Vector Machines that have many applications in Machine Learning and Pattern Recognition. It covers the following topics in detail: Decision surfaces. Hyperplanes.
Certification
Online Course
Tutorial/How To/Guides
Agent Systems
This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.
Certification
Online Course
Tutorial/How To/Guides
1D Convolutional Neural Networks
This lecture overviews 1D Convolutional Neural Networks that has many applications in 1D signal analysis.