Displaying 497 resources

Set Theory

This lecture overviews Set Theory that has many applications in Probability/Statistics, Machine Learning and Computer Vision.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

There will be Artificial Emotional Intelligence

This resource corresponds to 4th video from the AI Excellence Lecture Series. Explore the concept of Artificial Emotional Intelligence (AEI), where machines are not only capable of understanding human emotions but also responding to them in meaningf
Category
Recommendations towards policy changes
Source
AI-OnDemand

Image and Video Generation: A deep Learning Approach

This resource corresponds to 7th video from the AI Excellence Lecture Series. This video explores the fascinating realm of image and video generation through the lens of deep learning.
Category
Data for AI
Source
AI-OnDemand

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

Natural Selection

This lecture overviews Natural Selection simulation that has many applications in ecology and sociology studies.
Category
Data for AI
Source
AI-OnDemand
Article/Books/eBooks Article/Books/eBooks

Algorithms with Julia

This book provides an introduction to modern topics in scientific computing and machine learning, using JULIA to illustrate the efficient implementation of algorithms.
Category
Reasoning and decision-making Technologies
Source
AI-OnDemand