This program provides a unique opportunity to interact with world-renowned Computer Science and Data Science professors from top universities and is sponsored by the National Science Foundation (NSF).
The Foundations in Data Science (FinDS) Advanced Program is a two-week intensive summer program designed for high school students with a strong mathematical background, particularly those who have completed the FinDS Beginners program or an equivalent. The curriculum focuses on the mathematical underpinnings of data science, covering advanced topics in Algorithms and Machine Learning. Students will delve into areas such as Probability, Graph Theory, Calculus, and Linear Algebra, understanding their critical role in modern data science applications like Google search algorithms and pervasive machine learning algorithms such as Gradient Descent. The program emphasizes hands-on learning, where students will implement and experiment with algorithms, identify datasets, and work on team-based projects. Upon completion, students will have solidified their mathematical foundation for higher studies in computing and will be prepared to understand beautiful innovations in computer and data sciences.
Classes are held Monday-Friday from 1 pm - 5 pm PST, with daily homework assignments and 2-3 times per week TA office hours available.
The ideal student has participated in FinDS Beginners or equivalent programs and is eager to cover advanced topics in Algorithms and Machine Learning.
UC San Diego Campus
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