Session

AI Uncovered: A Beginner's Guide to Machine Learning and Models

Despite its widespread popularity and transformative potential, artificial intelligence (AI) remains a nebulous concept for many, often misunderstood and misrepresented. This session aims to demystify AI, guiding beginners through its core principles, different models, and the underlying mechanisms that drive its capabilities. Aimed at developers, IT professionals, and architects, we'll take a journey from basic theories to practical applications, exploring the differences between different AI models and how they can be built or adapted using machine learning techniques. Expect an introductory overview followed by a hands-on demo that highlights the model building process. Whether your interest lies in understanding basic concepts or the technical intricacies of model development, this session will provide a fundamental understanding of the core principles of AI and how it works. We'll delve into technical specifics, including tools and model names, providing a solid foundation for anyone looking to navigate the vast landscape of AI. At the end of the session, we will have time for questions and answers. This is a great opportunity for you to ask me anything you want to know more about or clear up any doubts you may have. Join me for a session that will give you the knowledge to not only understand AI, but to apply it in innovative ways.

This session is designed for AI beginners who may have already encountered Generative AI. We will delve deeper into different types of AI and machine learning, exploring their potential and applications. Attendees should have a basic understanding of mathematical concepts, including mathematical functions, coordinate systems, and parameters. This foundational knowledge will enable participants to grasp the underlying principles of Generative AI more effectively. The session is planned to last between 30 to 60 minutes, providing ample time to cover the topic comprehensively while maintaining engagement.

Yuriy Varshavskyy

Software engineer at Xebia

Hamburg, Germany

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