Students build a comprehensive machine learning portfolio fit for a college application, guided by experienced instructors.
In the iD Tech Artificial Intelligence and Machine Learning Camp, students delve into the world of AI by building and training machine learning models using Python. The curriculum focuses on practical applications, such as developing systems to recognize images, categorizing objects, and decoding hand gestures in real-time. Students will gain hands-on experience with professional datasets like TensorFlow and Kaggle, designing advanced detection projects, including an AI-powered Pictionary game. The program emphasizes key machine learning concepts, neural networks, data aggregation, and discussions around AI ethics, privacy, and responsible design. By the end of the week, participants will have developed a comprehensive portfolio of AI and machine learning projects suitable for college applications.
A typical day balances learning sessions in a university lab with outdoor and recreational activities.
This camp is ideal for high school students aged 13-17 with an interest in understanding how AI systems are built and training machine learning models.
University of North Carolina at Charlotte
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