Undergraduate course, University of California, Berkeley, 2023
My role primarily revolves around reinforcing students’ understanding and application of key data science concepts, including pandas, scikit-learn, Principal Component Analysis (PCA), logistic regression, multiple linear regression, and clustering. More information can be found at the official course website.
Workshop, University of California, Berkeley, 2023
My focus is on enhancing students’ comprehension and application of fundamental mathematical concepts, particularly in Linear Algebra and Concepts of Statistics. I work with students both in one-on-one settings and in group sessions. More information can be found at the student learning center website.
Undergraduate course, University of California, Berkeley, 2022
This course focused on expanding the computational concepts and techniques of abstraction introduced in Foundations of Data Science (C8), emphasizing the understanding of structures underpinning programs, algorithms, and languages used in data science and other areas. My responsibility was to provide focused academic support, guiding students through complex programming concepts and facilitating their mastery of the course material, which included functional, object-oriented, and declarative programming. More information can be found at the course website.