Displaying 199 resources

Introduction to Statistics

This lecture provides an Introduction to Statistics that has many applications in Data Analytics, Machine Learning and Signal Analysis. It covers the following topics in detail: Random Variables. Data Types. Data Sampling.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Generative Adversarial Networks

This lecture overviews Generative Adversarial Networks that have many applications in Media Production.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Object Pose Estimation

This lecture overviews  object pose estimation   that has many applications in Human-Robotic Interaction (HRI), Robotics and Augmented Reality.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Orthogonal Signal Transforms. Fourier Series

This lecture overviews Orthogonal Signal Transforms. Fourier Series that has many applications in signal processing, analysis and compression.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Fast 2D Convolutions Algorithms

This lecture will overview 2D linear and cyclic convolution. Then it will present their fast execution through FFTs, resulting in algorithms having computational complexity of the order O(N^2log2N).
Category
Data for AI
Source
AI-OnDemand

AI Studies

AI is a rapidly emerging field that has opened up new vistas of innovation and creativity. From intelligent systems to self-driving cars, AI has transformed the way we live and work.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand