In today’s technological landscape, process automation has become a fundamental component for improving the efficiency and productivity of organizations. In this introductory conference on Apache Airflow, we will explore how to use DAGs (Directed Acyclic Graphs) together with tasks to orchestrate and automate workflows effectively. During the session, we will delve into the concept of… Continue reading Introduction to Apache Airflow: Workflow Automation with DAGs and Tasks
Archives: Resources
Resource description
Introduction to Kubernetes
Lecture by Prof. Lorentzo Carnevale. Uploaded by Aristotle University of Thessaloniki. Link to video
Introduction to Containers with Docker
Lecture by Prof. Lorentzo Carnevale. Uploaded by Aristotle University of Thessaloniki. Link to video
Introduction to Cloud/edge computing
Cloud Computing during the time has gained concrete evidence to be a disruptive technology still in its full development. Many drawbacks of the Cloud have brought to improve many their crucial aspects, like performance, security and privacy, etc. Today Edge Computing try to deal with these implications to make them less problematic and much more… Continue reading Introduction to Cloud/edge computing
Attention and Transformers Networks in Computer Vision Lecture
Abstract This lecture explores various transformer-based approaches that have emerged as powerful alternatives of Convolutional Neural Networks (CNNs) in Computer Vision, and revolutionized the way visual information is analyzed. While CNNs have been the dominant architecture for visual tasks, they face challenges in capturing long-range dependencies and handling variable-sized inputs. Recent research has shown promising… Continue reading Attention and Transformers Networks in Computer Vision Lecture
3D-Flood Dataset
The Aristotle University of Thessaloniki (hereinafter, AUTH) created the dataset ‘3D-Flood’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 101093003; start date: 01/12/2022; end date: 30/11/2026]. General description of the dataset The dataset will be used for the construction of a 3D model regarding the district of Agios Thomas… Continue reading 3D-Flood Dataset