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Mathematics & Data Science · 🏫 University of California, Berkeley

Summer Springboard - Generative AI & Machine Learning in Berkeley

Students gain hands-on experience with real-world datasets and leading AI tools, preparing them for future careers while exploring the ethical dimensions of artificial intelligence.

🔥 High School 🕒 2-week Pre-College Program In-person Beginner-friendly 💰 $3,298–$5,998 total

About this camp

This immersive two-week program introduces high school students to generative AI and machine learning. Participants will gain foundational skills in Python programming, including control flow, loops, functions, and data structures, and learn to utilize libraries such as pandas, matplotlib, seaborn, and NumPy for data manipulation, analysis, and visualization. The curriculum progresses to advanced topics like neural networks and deep learning using TensorFlow. Students will apply their knowledge through hands-on projects using real-world datasets, culminating in a final project where they build machine learning models. The program also emphasizes the ethical considerations and societal impacts of AI and data science, preparing students for future careers in technology innovation.

What a typical day looks like

Most mornings consist of engaging academic courses in small groups, followed by afternoons filled with enriching activities like academic skills labs, excursions, and college readiness workshops. Evenings include social activities and group bonding.

Best suited for

This program is ideal for high school students (grades 9-12) with a 3.0 GPA or equivalent who are eager to explore cutting-edge artificial intelligence technologies and gain practical coding and data science skills.

What you'll learn

Python programming Data manipulation and analysis Data visualization (pandas matplotlib seaborn) Neural networks Deep learning (TensorFlow) Machine learning model building Ethical AI and data science

Location

University of California, Berkeley

Sponsored · Research Ignited

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