Displaying 451 resources
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Intelligent Monitoring and Control of Interconnected Cyber-Physical Systems

The emergence of interconnected cyber-physical systems and sensor/actuator networks has given rise to advanced automation applications, where a large amount of sensor data is collected and processed in order to make suitable real-time decisions an

Category
Data for AI
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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Geometric deep learning

Unlock the world of Geometric Learning and Graph Convolutional Networks (GCNs) in this comprehensive course designed to empower you with cutting-edge knowledge and practical skills.

Category
Data for AI
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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Gray Box Optimization

In Gray Box Optimization, the optimizer is given access to the set of M subfunctions. We prove Gray Box Optimization can efficiently compute hyperplane averages to solve non-deceptive problems in time.

Category
Systems, methodologies, hardware, and tools
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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Machine Listening for Music and Sound Analysis

This lecture is held every winter semester as part of the Audio Signal Processing & Audio Systems Module at TU Ilmenau.

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Recommendations towards policy changes
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AI-OnDemand
Certification Certification
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Real-World Data Science Projects Management

Real-World Data Science Projects involve the practical application of data science methodologies to solve real-world problems.

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

The Machine Learning of Time: Past and Future

This resource corresponds to the 2nd video from the AI Excellence Lecture Series.

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

There will be Artificial Emotional Intelligence

This resource corresponds to 4th video from the AI Excellence Lecture Series.

Category
Recommendations towards policy changes
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Video/Webinars Video/Webinars

Measuring algorithmic bias in face analysis — towards an experimental approach

This resource corresponds to 3rd video from the AI Excellence Lecture Series.

Category
Recommendations towards policy changes
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Digital Images and Videos

This lecture overviews various digital image types: 2D images, 3D images (videos, medical volumes, hyperspectral images). Multichannel images, e.g., colour and multispectral images and colour theory come next.

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