Join us for an engaging series of workshops introducing you to the AI4EOSC platform, a cutting-edge initiative at the intersection of Artificial Intelligence (AI) and the European Open Science Cloud (EOSC). AI4EOSC provides user-friendly workbench and toolbox for developing and running AI models, tightly integrated with EOSC.
In these first 3 sessions we'll provide a comprehensive overview of AI and Machine Learning (ML) technologies, delve into the capabilities of AI4EOSC, guide you through using the platform's dashboard for seamless data analysis and module development. We will present the image processing with AI4EOSC and introduce the federated learning.
Whether you're a researcher or new to the field, these workshops offer valuable insights and practical guidance for harnessing the power of AI within the EOSC ecosystem.
Introduction to the platform
In this first session, "Introduction to the platform," we provide a comprehensive overview of Artificial Intelligence (AI) and Machine Learning (ML) technologies, delve into the capabilities of AI4EOSC, and guide you through using the platform's dashboard for seamless data analysis and module development. Whether you're a seasoned researcher or new to the field, these workshops offer valuable insights and practical guidance for harnessing the power of AI within the EOSC ecosystem.
Image processing with AI4EOSC
The second of our workshop series, focusing on "Image processing with AI4EOSC". Dive into the exciting realm of image analysis and enhancement with the AI4EOSC platform, as we explore cutting-edge techniques for leveraging artificial intelligence (AI) to extract valuable insights from visual data. From image segmentation to superresolution, this workshop offers a comprehensive overview of advanced AI techniques and their applications within the European Open Science Cloud (EOSC) ecosystem. Join us for an immersive learning experience, where you'll gain practical skills and knowledge to unlock the full potential of AI in image processing.
Introduction to federated learning
Join us for an insightful exploration of "Introduction to Federated Learning," where we unravel the potential of this cutting-edge approach in distributed machine learning. Across four dynamic sessions, we'll cover everything from the basics and best practices to understanding threats and exploring friendly frameworks like Flower. Dive into the world of federated learning and discover its applications within the AI4EOSC platform through live demonstrations and engaging discussions. Whether you're new to federated learning or seeking to deepen your understanding, this workshop provides a comprehensive overview to empower your journey into this exciting field.
