There's not much information out there about the grad classes (marked
with *), so I hope this is useful. My experiences with 300-level CSE
courses are probably outdated as a lot of those classes have been
recently restructured.
Winter 2024
- CSE 599O*: Differentiable and Probabilistic
Programming Languages
- MATH 515*: Optimization
- Aravkin is an engaging lecturer. When I learned optimization in the
past, it seemed like a bag of arbitrary algorithms people just came up
with. He tells the story of how different ideas were developed over
time.
- Topics: (proximal) gradient descent and variants, second-order
methods, primal-dual methods (splitting and interior point), convex
analysis and duality.
- Three hard homeworks with theory and implementation in code and a
final project on anything related to optimization.
Autumn 2023
- CSE 507*: Computer-Aided Reasoning for Software
Engineering
- Topics: the theory of SAT and SMT solving, and their application to
programs. It's interesting to compare these techniques, which feel like
smart exhaustive search, with the logical proof techniques found in
505.
- Some rough edges on the homeworks, which made them very time
consuming.
- CSE 521*: Design and Analysis of Algorithms
- Shayan covered randomized algorithms, spectral graph theory, and
some optimization. He's good at motivating abstract results.
- He makes fresh homework problems for every iteration of the class.
Final presentation where you talk about a recent theory paper and Shayan
asks you questions about it.
- Learned a lot of linear algebra and gained confidence in bounding
quantities. The Math department will consider this as an elective
towards a math degree.
- CLAS 430: Greek and Roman Mythology
- With Hinds, the grade was entirely based on two in-person 40
question multiple choice exams. It was enough to do the readings the
night before both exams.
Notes: Moderate workload. Started doing research
under Gilbert!
Spring 2023
- CSE 557*: Computer Graphics
- The course project was an abbreviated version of CMU's Scotty3D, in which
you implement a software rasterizer, mesh operations, a pathtracer,
animations along splines, and basic collision physics.
- The first offering of graduate graphics in 6 years.
- CSE 493S: Advanced Machine Learning
- Half the quarter was spent on theoretical statistical learning and
optimization results, and the other half covered recent developments in
LLMs. The two halves felt disconnected. Based on what I've heard, I
would skip this and just take the revamped NLP or Deep Learning.
- MATH 404: Fields
- The hardest course in the algebra sequence. Worth taking to
understand the proof of the unsolvability of the quintic.
Notes: Moderate to heavy workload. Started attending
research group meetings.
Winter 2023
- CSE 505*: Principles of Programming Languages
- The homeworks use
Coq Rocq to prove properties of
programs, starting in simple arithmetic expression languages but
building up to simply typed lambda calculus.
- Amazing energy from the Zach and James duo. I highly recommend
regardless of your PL experience if they're teaching.
- MATH 403: Groups
- ENGL 242: Reading Prose Fiction
- (TA) CSE 312: Probability
Notes Would've been a moderate workload, but TAing
takes a surprising amount of time because of the administrativa
involved.
Autumn 2022
- CSE 446: Machine Learning
- CSE 341: Programming Languages
- MATH 402: Rings
- MUSIC 162: American Popular Song
- The only graded component is a few multiple choice Canvas quizzes
that you can comb through the slides and textbook for.
Spring 2022
- CSE 422: Advanced Toolkit for Modern Algorithms
- This class is like CSE 521 without proofs. I recommend 422 if you
want to see randomized algorithms and implement them, and 521 if you
want to analyze them theoretically. I think the latter gives more
value.
- CSE 452: Distributed Systems
- The value of this class is really overrated at UW. It is a good
introduction to thinking about large scale system development, but I
don't think it's a must take or anything you couldn't pick up working on
infra at a big tech company.
- MATH 336: Honors Complex Analysis
- Extremely cool. If Steinerberger is teaching, do it.
- PSYCH 210: Human Sexuality
- Supposed to be easy, but the quizzes were easy to mess up on. I had
to participate in a couple studies for extra credit. Don't
underestimate.
Notes: Very heavy workload. Don't recommend this
schedule.
Winter 2022
- CSE 344: Introduction to Data Management
- CSE 431: Introduction to Theory of Computation
- MATH 335: Honors Real Analysis
- HSTAM 112: The Medieval World
Notes: Strange quarter because the first half was
fully remote.
Autumn 2021
- CSE 312: Probability
- CSE 332: Data Structures & Parallelism
- Despite having seen the content in some capacity before, I still
found the course helpful for formally reasoning about data
structures/algorithms/parallelism.
- The project specs were hard to interpret, although it did seem like
the projects were under construction.
- MATH 334: Honors Real Analysis
Notes: Light to moderate workload. Successful first
in-person quarter at college! I fortunately finished recruiting early in
the quarter, started working out, and learned a lot about living more
independently.
Spring 2021
- CSE 311: Discrete Math
- If you've seen discrete math (sets, logic, basic number theory,
induction) before, the only interesting part is the end which covers
DFAs, NFAs, graphs, and formal languages. Try to get the advisors to let
you override with 431.
- CSE 333: Systems Programming
- I came in with a lot of C++ and C experience and still found the
lectures and homeworks to be useful, especially the content on
concurrency, networking, and POSIX. The slides are good interview
studying material.
- The course project (multithreaded search engine) has design
decisions already figured out, so completing it is paint in the numbers
coding.
- MATH 136: Honors Linear Algebra
- Also covers basic multivariable calculus.
- I don't think there's a strong reason to do the 13X sequence over
the standard 126/208/207. The only sequence you absolutely should take
is 33X.
- CHEM 152: General Chemistry
- ALEKS (the online homework platform) is truly infuriating.
Notes: Fully virtual quarter. I don't recommend this
schedule, although without chemistry I think it would be fine. Spent
what little free time I had preparing for ICPC.
Winter 2021
- CSE 331: Software Design & Implementation
- 331 was recently completely redesigned, which is a shame because I
enjoyed the old structure where you would slowly build up the infamous
CampusPaths app. I also liked that they taught React instead of some
stone age Java framework.
- MATH 135: Honors Differential Equations
- I don't get why this is taught before linear algebra. Mostly about
taking Laplace transforms and everything is mechanical. Some sequences
and series.
- CHEM 142: General Chemistry
- ARCH 150: Appreciation of Architecture I
Notes: Fully virtual quarter.
Autumn 2020
- CSE 351: The Hardware/Software Interface
- CSE 391: System and Software Tools
- CSE 190: Direct Admit Seminar
- MATH 134: Honors Calculus
- ENGL 111: Composition: Literature
Notes: Fully virtual quarter.