The program offers hands-on learning with real-world datasets and emphasizes the ethical considerations of AI, taught by industry experts.
The Summer Springboard: Generative AI & Machine Learning program in Berkeley offers high school students an immersive, two-week introduction to cutting-edge artificial intelligence technologies, including large language models and machine learning applications. Participants learn to manipulate, analyze, and visualize data using Python and libraries like pandas, matplotlib, and seaborn. The curriculum progresses from foundational concepts such as exploratory data analysis to advanced topics like neural networks and deep learning with tools like TensorFlow. Students gain hands-on experience by applying their knowledge through projects using real-world datasets, building practical machine learning models. The program also emphasizes the ethical implications of data science and artificial intelligence, preparing students to navigate potential biases and societal impacts responsibly. Students will work on a final project to apply their skills in a hands-on manner.
Commuter students attend programming from 9am to 5pm, Monday-Friday, which includes academic courses, excursions, and lunch. Residential students also have breakfast, dinner, evening activities, and weekend excursions included.
This program is ideal for high school students eager to explore programming, problem-solving, and the creativity that drives innovation in artificial intelligence and machine learning.
UC Berkeley Campus, Berkeley, CA
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