Coursework
Courses shaping my quantitative foundation.
Selected UIUC coursework that built my foundation in statistical reasoning, applied modeling, machine learning, and quantitative problem solving.
UIUC4 course groups17 courses listed
01
Applied Statistics & Computing
Modeling, data management, statistical programming, and advanced analytical practice.
- STAT 385Statistics Programming Methods
- STAT 425Statistical Modeling I
- STAT 440Statistical Data Management
- STAT 448Advanced Data Analysis
02
Data Science & Statistical Learning
Exploratory data science, predictive modeling, and learning-focused coursework.
- STAT 107Data Science Discovery
- STAT 207Data Science Exploration
- CS 307Modeling and Learning in Data Science
- STAT 432Basics of Statistical Learning
03
Statistical Core
Probability, introductory statistics, and the theoretical backbone behind analytical work.
- STAT 100Statistics
- STAT 400Statistics and Probability I
- STAT 410Statistics and Probability II
04
Mathematical & Economic Foundations
Linear algebra, calculus, and economics that support quantitative reasoning and business context.
- MATH 220Calculus
- MATH 231Calculus II
- MATH 241Calculus III
- MATH 257Linear Algebra with Computational Applications
- ECON 102Microeconomic Principles
- ECON 103Macroeconomic Principles