Displaying 315 resources

Distance-based Classification

This lecture overviews Distance-based Classification that has many applications in classification. It covers the following topics in detail: k-Nearest neighbor classification, Nearest neighbor graphs Supervised Learning Vector Quantization, LVQ1/2/3.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Human-Centered AI for Autonomous Vehicles

This lecture overviews human-centric AI methods that can be utilized to facilitate visual interaction between humans and autonomous vehicles (e.g., through gestures captured by RGB cameras), in order to ensure their safe and successful cooperation in
Category
Recommendations towards policy changes, human-centric 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

Agent Systems

This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.
Category
Data for AI, Systems, methodologies, hardware, and tools, Reasoning and decision-making Technologies
Source
AI-OnDemand

Natural Selection

This lecture overviews Natural Selection simulation that has many applications in ecology and sociology studies.
Category
Data for AI, human-centric ai
Source
AI-OnDemand

Robot and Drone Swarms

This lecture overviews Robot and Drone Swarms that has many applications in autonomous systems: cars/drones.
Category
Data for AI, Systems, methodologies, hardware, and tools, human-centric ai
Source
AI-OnDemand