Students gain hands-on experience building AI and machine learning projects using industry-standard tools and datasets, culminating in a portfolio suitable for college applications.
The iD Tech AI & Machine Learning camp at Santa Clara University offers a week-long immersive experience where kids and teens delve into the world of artificial intelligence and machine learning. Participants learn to build machine learning models using Python, train models for image recognition, and understand the fundamentals of neural networks, including data aggregation. The curriculum incorporates professional datasets like TensorFlow and Kaggle, enabling students to develop advanced detection projects, such as a Pictionary game where AI solves clues as they draw. The camp emphasizes hands-on projects and discussions on ethics, privacy, and responsible design in AI. By the end of the program, students will have developed a portfolio of AI and machine learning projects, preparing them for future academic and career pursuits in this rapidly evolving field.
A typical day balances learning sessions in a university lab with outdoor and recreational activities. Students engage in hands-on projects and thoughtful discussions, guided by experienced instructors.
This camp is ideal for teens aged 13-17 with an interest in understanding how AI systems are built and machine learning models are trained, and who are ready for an intermediate-advanced skill level program.
Santa Clara University
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