Course planning tools


  • CE 155 Transportation Systems Engineering
  • CE 170A Smart Infrastructure Sensing and Modeling
  • CE C172 / ESPM C172 Remote Sensing of the Environment
  • CE 190 Electric Mobility Engineering
  • CE 191 Civil and Environmental Engineering Systems Analysis
  • CE 193 Engineering Risk Analysis


Required - 4 out of the below

CE 222 Finite Element Methods

CE 262 Analysis of Transportation Data

CE 263N Scalable Spatial Analytics

CE 264 Behavioral Modeling for Engineering, Planning, and Policy Analysis

CE 290-002 Data Science in Aviation

CE 290I Control and Information Management

CE 295 Energy Systems and Control 



Note: Check to determine if the elective is offered this Academic Year.

Civil & Environmental Engineering

CE 110 Water Systems & Society

CE 186 Design of Cyber Physical Systems

CE 191 Civil & Environmental Engineering Systems Analysis

CE 193 Engineering Risk Analysis

CE 200A Environmental Fluid Mechanics

CE 200B Numberical Models for Environmental Flow Modeling

CE 206 Water Resources Management

CE 220 Structural Analysis Theory & Applications

CE 221 Nonlinear Structural Analysis

CE 225 Dynamics of Structures

CE 259 Public Transportation Systems

CE 260 Air Transportation

CE 261 Transportation Infrastructure Management

Computer Science

CS 61A Introduction to Programming

CS C100 Principles & Techniques of Data Science

CS 194-5 Internet of Everyday Things

CS 289A Introduction to Machine Learning

CS 294-112 Reinforcement Learning

Electrical Engineering

EE 127A/227A Optimization Models in Engineering

EE 227BT Convex Optimization

EE 221A Linear Systems Theory

EE 222 Nonlinear Systems

EE C220A Advanced Control Systems I

Data Science

Data 8 Foundations of Data Science

Data 100 Principles & Techniques of Data Science

STAT 140 Probability for Data Science

CE 88 Data Science for Smart Cities

CE 88B Time Series Analysis: Sea Level Rise & Coastal Flooding

ESPM 88A Exploring Geospatial Data

CYPLAN 257 Data Science for Human Mobility and Socio-technical Systems

IEOR 135 Applied Data Science with Venture Applications

IEOR 142 Introduction to Machine Learning and Data Analytics

IEOR 165 Engineering Statistics, Quality Control, and Forecasting

IEOR 242 Applications in Data Analysis