AI Ethicon - 16th and 17th June 2022

Human Centered AI Masters - HCAI

On the 16th and 17th June  the first "AI Ethicon" is taking place in four important educational institutions.

AI solutions are now ubiquitous and are transforming society at an unprecedented rate. With numerous examples of the unethical use of AI, the need for a better understanding of the ethical issues and uses of these technologies is more pressing than ever.The AI Ethicon takes place over two days and includes an optional Privacy-Preserving Machine Learning (PPML) focused hackathon and optional ‘Fundamentals of Deep Learning’ workshop delivered by NVIDIA. The event is geared toward potential students interested in starting the Human-Centred AI Master’s Programme, however, students, professionals and enthusiasts are all welcomeAgenda:Day 1 -16th June Hear from the experts and overview of HCAIM – virtual or physical attendance (Dublin)10:00 hrs CET (9:00hrs IST) - Kieran McGorry, National Technology Officer at Microsoft Ireland (on site / online)10:45 hrs CET (9:45hrs IST) - Johnathan Dunne, Principal Data Scientist – IBM AI Applications (on site / online)11:30 hrs CET (10:30hrs IST) - Talk to HCAIM leaders (on site / online)13 - 18 hrs CET (12 - 17hrs IST) - PPLML Hackathon lead by CeADAR (on site only - Dublin or Utrecht or Naples or Budapest)(Optional) Privacy-Preserving Machine Learning (PPML) Hackathon – physical attendance (Dublin or Utrecht or Naples or Budapest)When considering a Human-Centred perspective on AI, data privacy is a central concern. As AI and machine learning models are being trained on ever larger and more diverse datasets, and are being deployed more widely across society, there is a need for those AI models to protect both individual privacy as well as commercially sensitive data. However, while being able to effectively preserve privacy we do not want to also limit the capabilities of AI systems and this trade-off has been driving a number of exciting innovations and approaches.Privacy-Preserving Machine Learning (PPML) is an area of Machine Learning that includes privacy-preserving methods such as Differential Privacy, Secure Multiparty Computation and Homomorphic Encryption amongst others. In this hackathon, you will get the opportunity to learn about these cutting edge PPML methods as well as explore their hands-on application across a range of real-world use cases.Day 2 -17th June10 - 18 hrs CET (9:00 - 17 hrs IST) - NVIDIA instructor-lead Workshop on fundamentals of Deep Learning (on site only in TU Dublin - also online for other locations)(Optional) NVIDIA Instructor-led workshop: Fundamentals of Deep Learning – virtual or physical attendance (Dublin or Naples or Utrecht or Budapest)In this workshop, you’ll learn how deep learning works through hands-on exercises in computer vision and natural language processing. You’ll train deep learning models from scratch, learning tools and tricks to achieve accurate results. You’ll also learn to leverage freely available, state-of-the-art pre-trained models to save time and get your deep learning application up and running quickly.Learning Objectives:<ul><li>Learn the fundamental techniques and tools required to train a deep learning model.</li><li>Gain experience with common deep learning data types and model architectures.</li><li>Enhance datasets through data augmentation to improve model accuracy.</li><li>Leverage transfer learning between models to achieve efficient results with fewer data and computation.</li><li>Build confidence to take on your project with a modern deep learning framework.</li></ul>Everyone attending the second day must be current registered students (undergraduate or postgraduate) of any academic institution.

The participants should select which location they would like to attend.Virtual or Physical at these Locations:Technological University Dublin, Tallaght CampusBudapest University of Technology and EconomicsHU University of Applied Sciences UtrechtUniversity of Naples Federico IIContact:info@humancentered-ai.euFor more information please go to:<a href="https://humancentered-ai.eu/ethicon/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">https://humancentered-ai.eu/ethicon/</a>

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AI Ethicon - 16th and 17th June 2022

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AI Ethicon - 16th and 17th June 2022

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