Students build a comprehensive machine learning portfolio with hands-on projects using professional datasets, preparing them for college applications and future careers in AI.
The iD Tech AI & Machine Learning Academy at UNC Charlotte offers an immersive, hands-on experience for students interested in artificial intelligence and machine learning. Participants will delve into Python programming, neural networks, and computer vision. The curriculum is designed to make complex AI concepts accessible and engaging, allowing students to build their own systems to recognize images and train models to decode hand gestures and other video input in real-time. Students will utilize professional datasets like TensorFlow and Kaggle to design advanced detection projects, such as an AI companion for a Pictionary game. The program emphasizes ethical considerations, privacy, and responsible design in AI development. By the end of the week, students will have developed a comprehensive machine learning portfolio suitable for college applications.
A typical day includes 5 hours of instruction and peer collaboration in labs, 2 hours of outdoor activities and socializing, and up to 1 hour of flex time for project refinement or breaks.
This program is best for intermediate to advanced students aged 13-17 who are eager to gain hands-on experience in building AI and machine learning models and developing a portfolio for college applications.
UNC Charlotte
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