Displaying 295 resources

Stereotypes in Language & Computational Language Models

Combined knowledge from linguistics, psychology, and natural language processing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Algebraic Graph Analysis

This lecture overviews Algebraic Graph Analysis that has many applications in Network Theory, Web Science and Social Media Analytics. It covers the following topics in detail: Graph Basics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Tropical Geometry and its Applications to Machine Learning

Tropical geometry is a relatively recent field in mathematics and computer science combining elements of algebraic geometry and polyhedral geometry.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Artificial Neural Networks. Perceptron

This lecture will cover the basic concepts of Artificial Neural Networks (ANNs): Biological neural models, Perceptron, Activation functions, Loss types, Steepest Gradient Descent, On-line Perceptron training, Batch Perceptron training.
Category
Data for AI
Source
AI-OnDemand

Cinematography Issues in Sports Filming

This lecture overviews Cinematography Issues in Sports Filming that has many applications in digital media and TV productions.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Digital Images

This lecture overviews digital image coordinate systems and their mathematical representations (vectors, matrices). Memory allocation issues are presented. Elementary digital image processing and geometrical transformations operations are explained.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand