Students will work with real biological and health data to develop and present their own data science projects, gaining practical experience in a rapidly growing field.
High school students participating in the Data Science Week will delve into the application of data science within biology and health research. The program focuses on the challenges of managing complex biological systems with traditional data science and statistical assumptions. Students will gain practical experience working with real datasets, learning techniques to handle time series, non-linear systems, and uncertainty estimation in biological data. A key outcome of the program is the development and presentation of individual data science projects. This immersive experience aims to equip students with foundational coding skills in Python and an understanding of machine learning algorithms, preparing them for future studies in data science and related fields.
A typical day involves interactive classes, hands-on tutorials using real datasets, and opportunities to work on individual data science projects.
This program is ideal for high school students with basic mathematical and coding skills who are interested in applying data science to biology and health research.
SDSC Auditorium, UC San Diego, La Jolla, CA
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