Information and Data Sciences
2026-2027
40 courses
- IDS 101abMethods of Applied Mathematics
- IDS 103Spatial Data Science for Economics and Policy
- IDS 104Applied Linear Algebra
- IDS 107abLinear Analysis with Applications
- IDS 113Design and analysis of field experiments
- IDS 116Introduction to Probability Models
- IDS 121Relational Databases
- IDS 126Applied Data Analysis
- IDS 127Error-Correcting Codes
- IDS 136Information Measures and Applications
- IDS 139Analysis and Design of Algorithms
- IDS 140abcProbability
- IDS 143Networks: Algorithms & Architecture
- IDS 144Networks: Structure & Economics
- IDS 150abProbability and Algorithms
- IDS 153Current Topics in Theoretical Computer Science
- IDS 154Inverse Problems and Data Assimilation
- IDS 155Machine Learning & Data Mining
- IDS 157Statistical Inference
- IDS 158Fundamentals of Statistical Learning
- IDS 159Advanced Topics in Machine Learning
- IDS 160Fundamentals of Information Transmission and Storage
- IDS 162Data, Algorithms and Society
- IDS 163Projects in Machine Learning
- IDS 165Foundations of Machine Learning and Statistical Inference
- IDS 166Computational Cameras
- IDS 170Mathematics of Signal Processing
- IDS 172Distributed Computing
- IDS 178Numerical Algorithms and their Implementation
- IDS 180abMultiscale Modeling
- IDS 181Deep Learning
- IDS 182Large Language Models
- IDS 185Foundations of Algorithmic Decision-Making: Online Learning, Reinforcement Learning, and beyond
- IDS 197Undergraduate Reading in the Information and Data Sciences
- IDS 198Undergraduate Projects in Information and Data Sciences
- IDS 199Undergraduate thesis in the Information and Data Sciences
- IDS 204Topics in Linear Algebra and Convexity
- IDS 213Topics in Optimization
- IDS 216Markov Chains, Discrete Stochastic Processes and Applications
- IDS 9Introduction to Information and Data Systems Research
No courses found.