BC600 Tutorial: Introduction to AI & ML- Basic concepts and practical applications across industries with a focus on brake systems
The AI tutorial is designed to provide a comprehensive introduction to the fundamentals of Artificial Intelligence (AI) and Machine Learning (ML). Throughout the session, the speaker will clarify basic terminologies associated with AI and ML, ensuring participants develop a solid understanding of these key concepts. Additionally, the speaker will present an overview of the current landscape of AI and ML technologies, highlighting their widespread applications across various sectors.
There will be an in-depth exploration of the different types of AI and ML algorithms. Participants will learn about the distinctions and functionalities of these algorithms, gaining insight into how they can be strategically implemented in diverse scenarios. The speaker will also address "threats" such as overfitting/underfitting and the size of the dataset, importance for data quality. This discussion will help the audience understand that the effectiveness of AI and ML techniques is contingent upon certain requirements and rules. This segment aims to equip attendees with the knowledge to identify appropriate AI and ML solutions for specific problems.
Finally, the speaker will showcase real-life use cases of AI and ML from different industries, demonstrating the practical impacts of these technologies. To connect these examples with our specific field of interest, the discussion will include a brief exploration of how AI and ML technologies can be innovatively applied in the world of brake systems. This will serve as a thought starter, sparking ideas on integrating AI and ML into our industry practices.