Campers build a comprehensive machine learning portfolio and gain practical experience with AI tools and concepts, preparing them for future STEM pursuits.
This iD Tech Artificial Intelligence and Machine Learning camp provides an immersive experience where high school students delve into the exciting world of AI. Campers will gain hands-on experience building neural networks and training image recognition models. They will learn to integrate advanced AI tools like ChatGPT into Python programs, exploring fundamental AI and machine learning concepts. The curriculum emphasizes practical application, allowing students to develop their own systems to recognize images, categorize data, and even design interactive AI projects like a Pictionary game where the AI solves clues. Through guided instruction and thoughtful discussions, participants will also explore the ethical considerations, privacy implications, and responsible design principles within AI. The program culminates in the creation of a comprehensive machine learning portfolio, valuable for college applications and future STEM careers.
A typical day includes 5 hours of instruction and collaboration in labs, followed by 2 hours of outdoor activities and socializing, with up to 1 hour of flexible time for project refinement or games.
This camp is best for high school students aged 13-17 who are interested in understanding how AI systems are built, training machine learning models, and developing a portfolio for college applications.
University of Miami, Coral Gables, FL
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