Displaying 118 resources
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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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

Geometric Spaces

This lecture overviews Geometric Spaces that has many applications in Machine Learning and Digital Signal Processing and Analysis. It covers the following topics in detail: Vector Spaces, Affine Spaces, Metric Spaces.

Category
Data for AI
Source
AI-OnDemand
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

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
Certification Certification
Online Course Online Course
Tutorial/How To/Guides Tutorial/How To/Guides

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