Theoretical Foundations of Data Science I

DSC 40A, Fall 2025 at UC San Diego

Gal Mishne
she/her/hers

gmishne@ucsd.edu

Lecture(s): MWF 1:00-1:50PM Center Hall 119

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Week 0 - Introduction to Modeling

Fri Sep 26

LEC 1 Introduction to Modeling

SUR Welcome Survey

Week 1 - Loss Functions
📘 Read Note 1, Pages 1-12, xkcd.

Mon Sep 29

LEC 2 Empirical Risk Minimization

DISC 1 Groupwork 1

Wed Oct 1

LEC 3 Empirical Risk Minimization