Students build a comprehensive machine learning portfolio with real-world projects, preparing them for college and computer science careers.
The iD Tech AI & Machine Learning Camp is a week-long program designed for high school students aged 13-17, focusing on practical applications of artificial intelligence and machine learning. Students will gain foundational Python programming skills, then delve into machine learning and neural networks. Activities include building machine learning models to identify and categorize images, objects, or handwriting, and training neural networks to decode hand gestures and other video input in real-time. The curriculum utilizes professional datasets like TensorFlow and Kaggle. Campers will also engage in discussions about AI ethics, privacy, and responsible design. The program culminates in the development of a machine learning portfolio, providing students with tangible projects for college applications and future careers in computer science.
A typical day includes 5 hours of instruction and collaboration in labs, 2 hours of outdoor and recreational activities, and up to 1 hour of flex time for project refinement or breaks.
This camp is ideal for high school students aged 13-17 who are interested in exploring artificial intelligence and machine learning through hands-on Python coding and project development.
Multiple Locations (e.g., Stanford University, UC Berkeley, SFSU, Santa Clara University)
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