Displaying 263 resources
Certification
Online Course
Tutorial/How To/Guides
Federated Learning
This lecture overviews that has many applications in distributed Machine Learning and privacy protection.
Certification
Online Course
Tutorial/How To/Guides
Hidden Markov Models
This lecture overviews Hidden Markov Models that have many applications in Data Analytics and Signal Analysis. It covers the following topics in detail: Markov Chains. Hidden Markov Chains: Viterbi algorithm, Forward-backward algorithm.
Certification
Online Course
Tutorial/How To/Guides
Sonar Imaging
This lecture overviews Sonar Imaging that has many applications in autonomous marine vessels. It covers the following topics in detail: Hydro Acoustics, Sonar Hardware, Calibration, Noise reduction, Echograms, Post Processing.
Certification
Online Course
Tutorial/How To/Guides
Introduction to Multiple Drone Systems
This lecture will provide the general context for this new and emerging topic, presenting the aims of multiple drone systems, focusing on their sensing and perception. Drone mission formalization, planning and control will be overviewed.
Certification
Online Course
Tutorial/How To/Guides
Autonomous Surface Vessels
Autonomous marine vessels can be described as surface (boats, ships) and underwater ones (submarines).
Certification
Online Course
Tutorial/How To/Guides
Video Captioning
This lecture overviews Video Captioning that has many applications in video description, search and retrieval. It covers the following topics in detail: Video captioning definitions and datasets.