Displaying 115 resources

Real-like MAX-SAT Instances and the Landscape Structure Across the Phase Transition

In contrast with random uniform instances, industrial SAT instances of large size are solvable today by state-of-the-art algorithms.
Category
Data for AI
Source
AI-OnDemand

MultiDrone Datasets

This lecture overviews MultiDrone Datasets that has many applications in autonomous drone research and development.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Image Processing

This lecture overviews 3D Image Processing, 3D volume filtering, (e.g., 3D moving average filter, 3D median filters),  3D mathematical morphology operators, anisotropic diffusion, 3D volume interpolation and 3D histogram equalization, 3D volume
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Linear Algebra

This lecture overviews Linear Algebra that has many applications in Machine Learning, Computer Vision and Scientific Computing.
Category
Data for AI
Source
AI-OnDemand

Introduction to Apache Airflow: Workflow Automation with DAGs and Tasks

In today’s technological landscape, process automation has become a fundamental component for improving the efficiency and productivity of organizations.
Category
Data for AI
Source
AI-OnDemand

Natural Language Processing

This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Drone Mission Simulations

This lecture overviews various drone mission simulator architectures, notably AirSim and Gazebo.
Category
Data for AI, 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

Probability Theory

This lecture overviews Probability Theory  that has many applications in a multitude of scientific and engineering disciplines, notably in Pattern Recognition and Machine Learning.
Category
Data for AI
Source
AI-OnDemand

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

Discrete Fourier Transform

This lecture overviews Discrete Fourier Transform that has many applications in digital signal processing and analysis and in power spectrum estimation.
Category
Data for AI, Recommendations towards policy changes
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