Certification
Online Course
Tutorial/How To/Guides
Introduction to Machine Learning
This lecture will cover the basic concepts of Machine Learning to alleviate inconsistencies towards concept and notation accuracy. Supervised, self-supervised, unsupervised, semi-supervised learning. Multi-task Machine Learning.
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
Natural Selection
This lecture overviews Natural Selection simulation that has many applications in ecology and sociology studies.
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
Self-Awareness in Autonomous Systems
This lecture overviews Self-Awareness that has many applications in in Autonomous Systems and robotics. It covers the following topics in detail: Self-awareness definition, Self-aware systems, Cognitive architecture.
Case studies
White paper
Position paper on AI for the operation of critical energy and mobility network infrastructures
Article/Books/eBooks
An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering
When deployed, machine-learning (ML) adoption depends on its ability to actually deliver the expected service safely, and to meet user expectations in terms of quality and continuity of service.
Certification
Online Course
Tutorial/How To/Guides