AI4EOSC Webinar Series: Optimizing AI Development and Deployment
+Join Us on April 11 for a Deep Dive into AI Development Best Practices
- Date: April 11, 2025
- Time: 10:00 AM – 12:00 PM (CET)
- Title: Tools and Methodologies for Optimizing AI Development and Deployment
Artificial Intelligence and Machine Learning are becoming increasingly complex, requiring robust tools and methodologies to streamline development, deployment, and inference processes. To support AI practitioners, researchers, and industry professionals, AI4EOSC is hosting a specialized webinar that explores key techniques for managing the AI lifecycle efficiently.
This session will feature expert speakers presenting insights into DevOps, MLOps, AI inference systems, and pipeline composition, providing valuable knowledge for those looking to enhance their AI workflows.
Webinar Structure
Duration and Speakers: This two-hour webinar consists of four expert-led sessions, each lasting 30 minutes.
Topics Covered:
- Software Development Life Cycle: Introduction to DevOps – An overview of DevOps principles and their impact on AI-driven development. (Speaker: Andrés Heredia Canales, IFCA)
- Introduction to MLOps and MLFlow Demonstration – How MLOps streamlines model lifecycle management, with a hands-on MLFlow demonstration. (Speaker: Lisana Berberi, KIT)
- OSCAR System for Inference – Exploring AI inference optimization using the OSCAR system. (Speaker: Amanda Calatrava Arroyo, UPV)
- AI4Compose: Composition of AI Inference Pipelines – Automating and managing AI inference workflows effectively. (Speaker: Diego Aguirre Ramírez, UPV)
Live Demonstrations: The webinar will include practical examples and demonstrations of key AI tools in action.
Delivery and Audience Engagement: The event will be live-streamed on YouTube, allowing real-time interaction through a moderated Q&A session.
Promotion and Accessibility: The webinar is promoted through AI research networks, mailing lists, and social media channels. A recording will be made available on YouTube for later viewing.
Why Attend?
This session provides a unique opportunity to learn directly from leading experts in AI development and deployment. Attendees will gain insights into best practices for managing AI workflows, optimizing model deployment, and leveraging state-of-the-art tools for AI inference and automation.
If you are working with AI, this webinar will equip you with essential knowledge and practical skills to enhance your AI projects.
Mark your calendar for April 11 at 10:00 AM CET.
For more details and registration: https://indico.ifca.es/event/3393/
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