Displaying 278 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

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

Mathematical Analysis

This lecture overviews Mathematical Analysis  that has many applications in Computer Vision, Machine Learning and Autonomous Systems.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Captioning

This lecture overviews Video Captioning that has many applications in video description, search and retrieval. It covers the following topics in detail: Video captioning definitions and datasets.
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

Multiple Drone Communications

This lecture overviews various concepts related to multiple drone communications: LTE and WiFi communications, LTE communication infrastructure, IP network issues, Security analysis, throughput, latency and quality-of-service issues.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand