Displaying 273 resources
Certification
Online Course
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AI and Education Sciences
This lecture overviews the impact of AI on Education Sciences. First an overview of Machine Learning is presented, focusing on the use of data in learning.
Certification
Online Course
Tutorial/How To/Guides
Genomic Signal Analysis
This lecture overviews Genomic Signal Analysis that has many applications in Bioinformatics, Biology and Medicine. It covers the following topics in detail: DSP Algorithms for Genomic Sequences.
Certification
Online Course
Tutorial/How To/Guides
Transfer Learning
This lecture overviews Transfer Learning (TL) that has many applications in DNN training and adaptation, Image Understanding, Text Mining, Activity Recognition, Bioinformatics, Transportation.
Certification
Online Course
Tutorial/How To/Guides
Continual Learning
This lecture overviews Continual Learning that has many applications in DNN training and adaptation.
Certification
Online Course
Tutorial/How To/Guides
Moving Image Perception
This lecture overviews Moving Image Perception that has many applications in video acquisition, processing and coding. It covers the following topics in detail: Human Vision Modeling.
Certification
Online Course
Tutorial/How To/Guides
Few Shot Object Recognition
This lecture overviews Few Shot Object Recognition that has many applications in image classification, when few training data are available. It covers the following topics in detail: Few-shot Image Learning definitions and methods.