The program culminates in a social-impact capstone project aligned to the UN Sustainable Development Goals, allowing students to apply data science and machine learning to real-world social challenges.
The DIYA Research AI & Data Science program is an intensive 3-week virtual camp designed for high school students (grades 9-12) with prior Python programming experience. Students will delve into the foundations of data science and artificial intelligence through hands-on coding and real-world case studies. The curriculum covers data preparation using Pandas, data visualization with Seaborn and Matplotlib, and building and evaluating machine learning models like decision trees, random forests, and linear regression. Participants will also develop statistical reasoning and analytical thinking skills to interpret results and draw conclusions. The program culminates in a team-based capstone project aligned with the UN Sustainable Development Goals, where students apply their learned skills to investigate social challenges and communicate data-driven insights. This program emphasizes collaborative learning and provides guided feedback on coding practices.
A typical day involves live online sessions from 2:00 - 4:00 PM PST, covering foundational concepts in AI and data science with real-world case studies, hands-on coding practice with guided feedback, and collaborative learning through discussions.
This program is ideal for high school students in grades 9-12 who have prior exposure to Python programming and an interest in working with data, problem-solving, and analytical thinking.
Virtual
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