Open Source Summit Europe 2024

Embark on an adventure to explore the essentials of artificial intelligence (AI) models by the metaphor of training dragons. This presentation will explore the core processes involved in developing AI models: - Collecting Data: Like dragons that grow stronger by consuming diverse gems, AI models require various data to develop robust capabilities. - Training: Learn how training your dragon to react to different scenarios mirrors the training of AI models to make decisions based on data. - Testing and Validation: Similar to testing a dragon's skills in new environments, AI models are validated against unseen data to ensure reliable performance. - Tuning and Improvement: Discover how refining a dragon's abilities when facing new challenges parallels optimizing AI models to enhance their effectiveness. This session will provide a clear introduction to AI model creation, development, and refinement, making it ideal for those new to the field. Participants will leave with a solid grasp of how AI models are built and trained.