Displaying 267 resources
Certification
Online Course
Tutorial/How To/Guides
AI in Medical Imaging
This lecture overviews the relation between AI and medical imaging and diagnosis.
Certification
Online Course
Tutorial/How To/Guides
AI and Book Publishing
This lecture overviews the relation between AI and book publishing.
Certification
Online Course
Tutorial/How To/Guides
MultiDrone Datasets
This lecture overviews MultiDrone Datasets that has many applications in autonomous drone research and development.
Certification
Online Course
Tutorial/How To/Guides
Convolutional Neural Networks Lecture
Convolutional Neural Networks form the backbone of current AI revolution and are used in a multitude of classification and regression problems. This lecture overviews the transition from multilayer perceptrons to deep architectures.
Certification
Online Course
Tutorial/How To/Guides
Multilayer perceptron. Backpropagation
This lecture covers the basic concepts and architectures of Multi-Layer Perceptron (MLP), Activation functions, and Universal Approximation Theorem.
Certification
Online Course
Tutorial/How To/Guides
Attention and Transformers Networks
In this lecture, the limitations of Recurrent Neural Networks (RNNs) and Convolutional Neural Networks (CNNs) in effectively processing sequences are emphasized.