Displaying 451 resources
Certification Certification
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Privacy Protection, Ethics and Regulations for Autonomous Cars

This lecture overviews Privacy Protection, Ethics and Regulations that have many applications in Autonomous Cars.

Category
Systems, methodologies, hardware, and tools, Reasoning and decision-making Technologies
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Video/Webinars Video/Webinars

AI, Large Language Models and University Education

This lecture overviews the impact of AI, and Large Language Models, particularly of ChatGPT language model in Education, e.g., in Universities. First it present the ChatGPT transformer structure and ChatGPT training.

Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robot Learning

The talk discusses the long-standing vision of creating autonomous robots capable of assisting humans in daily life. A crucial step toward this goal is enabling robots to learn tasks based on environmental cues or higher-level instructions.

Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Digital Pathology: On the intersection of Computer Vision and Data Science

Due to the proliferation of whole-slide-imaging (WSI) digital scanners it is now possible to leverage computer vision, image analysis, and machine learning techniques, such as deep learning to process the digital pathology images in hopes to deriv

Category
Recommendations towards policy changes
Source
AI-OnDemand

Robots Learning (Through) Interactions

The acquisition and self-improvement of novel motor skills is among the most important problems in robotics.

Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Domain Adaptation and Generalization

There is an issue of domain shift in machine learning models, which occurs when models trained on one dataset perform poorly when tested on data from a different source.

Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

AI and Computational Politics

The aim of this lecture is to a) define Computational Politics as a discipline lying at the intersection of Political science and Computer science and b) present the use of AI and IT tools in political data analysis.

Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Privacy Protection, Ethics and Regulations for Autonomous Systems

This lecture overviews Privacy Protection, Ethics and Regulations for Autonomous Systems that has many applications in Autonomous cars and drones.

Category
Recommendations towards policy changes, Reasoning and decision-making Technologies
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Syntactic Pattern Recognition

This lecture overviews that has many applications in data analysis. It covers the following topics in detail: Syntactic Pattern Recognition Systems. Preprocessing Techniques. String-Based Models.

Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Towards Trustworthy AI – Integrating Reasoning and Learning

Europe has taken a clear stand that we want AI, but we do not want just any AI. We want AI that we can trust.

Category
Reasoning and decision-making Technologies
Source
AI-OnDemand

Self-awareness for autonomous systems

Self-awareness is a broad concept borrowed from cognitive science and psychology that describes the property of a system, which has knowledge of “itself,” based on its own senses and internal models.

Category
Data for AI
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Video/Webinars Video/Webinars

Real-World Learning

In the past decade, artificial intelligence has made remarkable progress, achieving feats like self-driving cars, defeating go-masters, and precise image categorisation through supervised deep learning with labelled data.

Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand