Explore the fundamentals of Artificial Intelligence and Machine Learning through the lens of computer vision in this NDC London 2021 conference talk. Discover how machine learning models are constructed and deployed in real-world scenarios. Gain practical insights by developing a program that recognizes hand gestures for the classic rock-paper-scissors game. Delve into topics such as when to implement AI, programming techniques, Azure Cognitive Services, Custom Vision, and Custom AI. Learn how to apply these concepts to create innovative solutions in the field of computer vision.