← Electrical and Computer Engineering (ECE)

Hardest courses in Electrical and Computer Engineering

Plan ahead for courses where students have earned lower grades.

Lowest historical GPA first. At least 100 letter grades over the five years through the selected term. Grades reflect past outcomes, not workload or a guaranteed result.

Find your fit

47 courses

Historical grades cover up to five years through the selected term. Only courses with at least 100 letter grades are ranked.

Software Engineering teaches techniques for designing, developing, and modifying large software systems, covering processes, architecture, and team management.

Offering recorded · Fall 2026

The course focuses on agile team software projects and is considered easy if students participate, though logistics and reading quizzes add to the workload.

historical GPA · grades

Fall 2022–Spring 2026

CIRCUITS LABORATORY I covers experiments on Kirchhoff's laws, inductors, basic operational amplifier circuits, and frequency response.

Offering recorded · Fall 2026

The workload is minimal, with labs described as take-home or optional. However, students note that lab instructions are often unclear, and the final bench exam may differ significantly from practice materials, requiring independent preparation.

historical GPA · grades

Spring 2022–Spring 2026

COMPSCI/ECE 760 covers computational approaches to learning, including inductive inference, explanation-based learning, and cognitive modeling.

Offering recorded · Fall 2026

One reviewer rated the difficulty as 5/5 and noted that students were expected to read PowerPoint slides to prepare for class.

historical GPA · grades

Spring 2022–Spring 2026

ECE 455 is a capstone course where students apply ECE knowledge to real-world design projects.

Offering recorded · Fall 2026

historical GPA · grades

Spring 2025–Spring 2026

Covers hardware and software design for embedded systems, the design process, and a major team project.

Offering recorded · Fall 2026

The course is hard but rewarding, requiring students to work early and often, and to order components immediately due to potential payment delays.

historical GPA · grades

Spring 2022–Spring 2026

ECE 901 covers special advanced topics in Electrical and Computer Engineering that vary by semester and reflect state-of-the-art ideas and research.

Offering recorded · Fall 2026

Historical reviews for Kangwook Lee describe the course as enjoyable and intellectually stimulating, with effective addressing of student concerns.

historical GPA · grades

Spring 2023–Spring 2026

COMPSCI/ECE 533 covers the mathematical representation of images, including degradation models, enhancement, restoration, segmentation, coding, pattern recognition, and tomography.

Offering recorded · Fall 2026

Historical reviews indicate high difficulty, citing assignment errors and unclear problem explanations in class.

historical GPA · grades

Fall 2022–Fall 2025

ECE/MATH/STAT 888 covers advanced topics in the mathematical foundations of data science.

Offering recorded · Fall 2026

historical GPA · grades

Fall 2022–Spring 2026

ECE 610 surveys foundational electrical and computer engineering topics and develops technical communication and project management skills.

Offering recorded · Fall 2026

historical GPA · grades

Fall 2023–Fall 2025

ECE 399 is an independent study course where students engage in directed projects arranged with an instructor.

Offering recorded · Fall 2026

historical GPA · grades

Spring 2022–Spring 2026

Covers hardware and software solutions for advanced computing in engineering, with hands-on parallel programming assignments.

Offering recorded · Fall 2026

Historical reviews of Dan Negrut: Reviewers note the class involves significant work, particularly weekly programming assignments, but consider them doable with effort.

historical GPA · grades

Fall 2022–Spring 2026

Teaches project management, teamwork, and disciplined development for mobile systems.

Offering recorded · Fall 2026

Historical reviews of Xinyu Zhang: Reviewers note that the course expects students to maintain high standards and work hard, though grading is considered reasonable.

historical GPA · grades

Spring 2023–Fall 2025

ECE 370 is an advanced laboratory course focusing on experiments related to core ECE material.

Offering recorded · Fall 2026

The sensor lab is difficult to complete on time due to equipment failures and heavy reliance on oscilloscopes, with session 2 students facing issues caused by session 1.

historical GPA · grades

Spring 2022–Spring 2026

Introductory Microprocessor Laboratory covers software and hardware experiments with a microcomputer system.

Offering recorded · Fall 2026

Historical reviews of Michael Morrow: Students should expect to work quite a bit for an A, emphasizing the high workload relative to the credit value.

historical GPA · grades

Spring 2022–Spring 2026

An introductory course covering electrical devices, circuits, systems, software, and hardware through a real-world project.

Offering recorded · Fall 2026

Reviewers characterize the course as an easy A based on attendance and participation. Some note it is easy for those with prior electronics exposure.

historical GPA · grades

Spring 2022–Spring 2026

Covers the principles and applications of light detection, generation, and transmission technologies.

Offering recorded · Fall 2026

Reviewers report that individual lab reports are disproportionately long and time-consuming for a one-credit course, often requiring five hours to complete.

historical GPA · grades

Spring 2022–Spring 2026

A hands-on introduction to various sensor types, focusing on practical implementation concerns.

Offering recorded · Fall 2026

historical GPA · grades

Spring 2022–Spring 2026