AI921-FA25-WE&SA-BNO-USAAIO Lv2 (2/Wk)

Program Description

Course Details: • Name: USAAIO Contest Level 2 (2 Lessons per Week) • Date: February 4, 2026 – April 18, 2026 • Time: Wednesdays, 6:15 PM – 8:15 PM; Saturdays, 3:00 PM – 5:00 PM • Location: Vinci Burlington/Vinci Newton/Online Classroom • Grades: G7+ • Prerequisite: AI911 12 weeks, 24 lessons and 12 labs in total of 60 hours learning and practice. An advanced deep dive into cutting-edge AI architectures and applications, focusing on Transformers and generative models. Students will master the mathematical foundations and practical implementation of state-of-the-art systems, preparing them for advanced AI research, real-world challenges, and competitive events like Round 2 of the USA Artificial Intelligence Olympiad (USAAIO). Learning Outcomes: By the end of this course, you’ll be able to: ● Understand and derive the mathematics behind advanced AI models like Transformers and Diffusion Models. ● Design and implement state-of-the-art AI solutions for NLP, Computer Vision, and Generative AI using PyTorch. ● Confidently apply advanced techniques to solve complex problems in research and competitive environments like the USAAIO.