Displaying 147 resources

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

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

Image and Video Generation: A deep Learning Approach

This resource corresponds to 7th video from the AI Excellence Lecture Series. This video explores the fascinating realm of image and video generation through the lens of deep learning.
Category
Data for AI
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
Article/Books/eBooks Article/Books/eBooks

Algorithms with Julia

This book provides an introduction to modern topics in scientific computing and machine learning, using JULIA to illustrate the efficient implementation of algorithms.
Category
Reasoning and decision-making Technologies
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

The power of cooperation in networks of learning agents

We study the power of cooperation in a network of communicating agents that solve a learning task. Agents use an underlying communication network to get information about what the other agents know.
Category
Data for AI
Source
AI-OnDemand

Super Resolution

This lecture overviews Super Resolution that has many applications in digital imaging, display and printing.
Category
Data for AI
Source
AI-OnDemand

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

Exploring AI Technologies from Ethics to Trust (ENFIELD educational material)

The 2024 ENFIELD webinar was organized in the framework of the Horizon Project ENFIELD, having taken place online on November 15, 2024. The objective of the webinar was to discuss the critical landscape of AI ethics and trust. During the webinar, 8 p
Category
Reasoning and decision-making Technologies
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