AI4EOSC webinar series (1): Introduction to the platform

Friday Mar 22, 2024, 10:00 AM → 12:00 PM Europe/Madrid

Judith Sainz-Pardo Diaz (IFCA), Marcin Plociennik (PSNC), Álvaro López García (IFCA)

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). In this first session, "Introduction to the platform," we'll 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.

All presentations will contain a questions & answers section at the end.

Webinar is live streamed in https://www.youtube.com/watch?v=op70toJFBrk&list=PLynvTSH6JZ9o3EYvDBtlb2wDuwYgxigR0&index=1

1 General introduction to Artificial Intelligence and Machine Learning

Dive into the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML), exploring key concepts, algorithms, and applications shaping the modern scientific landscape. This session provides a foundational understanding of AI and ML technologies, equipping participants with the knowledge needed to leverage these tools effectively within the EOSC environment.

Speaker: Prof. Giang Nguyen (IISAS)

2 Introduction to AI4EOSC: what can you do on the platform?

Discover the diverse capabilities of the AI4EOSC platform, from data analysis to model deployment and beyond. Learn how AI4EOSC integrates seamlessly with the European Open Science Cloud (EOSC) to provide researchers with powerful tools for extracting insights, driving innovation, and accelerating scientific discovery. This session highlights the unique features and benefits of AI4EOSC, showcasing its potential to transform the way research is conducted and shared.

Speaker: Dr Álvaro López García (IFCA)

3 Using the AI4EOSC dashboard

Get hands-on experience with the AI4EOSC dashboard, a user-friendly interface designed for intuitive development of models. Explore the dashboard's functionalities, from model training to inference, and learn how to navigate its various components with ease. Whether you're a beginner or an experienced user, this session offers practical tips and tricks for maximizing your productivity and efficiency within the AI4EOSC platform.

Speaker: Ignacio Heredia Cachá (IFCA)

4 Developing a model with AI4EOSC services

Take your AI4EOSC experience to the next level by learning how to develop custom modules within the dashboard. Discover how to design and deploy your own AI solutions, tailored to your specific research needs and objectives. From data preprocessing to model evaluation, this session covers the end-to-end process of module development, empowering participants to unleash their creativity and innovation within the AI4EOSC ecosystem.

Speaker: Borja Esteban Sanchis (KIT)