Cs 412 uiuc

Computers and Education: CS 500; Database and Information Systems: CS 410, 411, 412, 470, 510, 511, 512, 514; Interactive Computing: CS 409, 415, 416, 417 ...

This course is aimed for advanced undergraduate and graduate students interested in logic and theoretical computer science. Familiarity with basic logic and discrete mathematics ( CS 173 ), basic algorithms and theory of computation ( CS 374 ), and mathematical maturity will be expected. Graded Work. There will one homework every 2 weeks (about ...Protocols, specification techniques, global states and their determination, reliable broadcast, transactions and commitment, security, and real-time systems. Course Information: Same as ECE 428. 3 or 4 undergraduate hours. 3 or 4 graduate hours. Prerequisite: Credit or concurrent enrollment in one of CS 240, CS 241, CS 340, CS 341 or ECE 391.CS 412 CHI (CS 412 CSP, CS 412 DSO, CS 412 MC3, CS 412 MC4, CS 412 ONL, CS 412 P3, CS 412 P4, CS 412 PW) - Introduction to Data Mining; CS 512 - Data Mining Principles; CS 597 JWH - Individual Study; CS 598 JH - Text Mining: A New Paradigm; ECE 498 DSG (ECE 498 DSU, CS 498 DSG, CS 498 DSU) - Data Science & Analytics;Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...Database Administrators) perform many different tasks. The following lists some of the most common tasks performed by the average DBA 1. An emerging task of the DBA is to identify which users are accessing, inserting, updating, or deleting data, and when. CS 412. University of Illinois, Urbana Champaign.As topic. I'm interested in data mining and would like to take the advantage of the summer to dive into some. But CS412 resources aren't public.

University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Center for Autonomy. Search. Menu. Search. Professional Master's Degree. ... CS 412 CHI (CS 412 CSP, CS 412 DSO, CS 412 MC3, CS 412 MC4, CS 412 ONL, CS 412 P3, CS 412 P4, CS 412 PW) - Introduction to Data Mining;Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...Jupyter Notebook 99.3%. Python 0.7%. UIUC CS 412 - Intro to Data Mining. Contribute to vedchugh/cs412 development by creating an account on GitHub.This course is an introduction to the concepts, techniques, and systems of data warehousing and data mining, including (1) design and implementation of data warehouse and on-line analytical processing (OLAP) systems, and (2) data mining concepts, methods, systems, implementations, and applications. | CS 412: An Introduction to Data Warehousing and Data Mining is a course taught at University ...CS412 - UIUC - Data-Mining-MPs. Data Mining Machine Problems. Problem 1: Reducing the given data's dimensions using Principal Component Analysis and finding the most similar Patient vectors to the given Patient vector. Problem 2: Implementation of the Frag Shells algorithm for fragmentation. Problem 3: Implementation of the Apriori Algorithm to ...Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...

Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606UIUC List of Teachers Ranked as Excellent by Their Students, Fall 2001, Spring 2004, Fall 2005, Spring 2006, Fall 2010, Fall 2011, Fall 2019, Spring 2022, Spring 2023. ... CS 412 CSP - Introduction to Data Mining; CS 511 - Advanced Data Management; CS 598 KCC - Understanding LLMs AKA ChatGPT; CS 598 KCC - Using LLMs AKA ChatGPT ...Spring 2022 CS 444 Deep Learning for Computer Vision. Quick links: schedule , assignment submission, quizzes, grades , announcements and discussion , policies, lecture videos This course will provide an elementary hands-on introduction to neural networks and deep learning. Topics covered will include: linear classifiers; multi-layer neural ...It didn't really do it for me. I can't speak to 418 since I haven't taken it. I took both. In my opinion, CS412 is a very good intro course for ML. CS418 is also a good intro course for graphics if you are interested in that area. I took CS412 with Qi Li and CS418 with Eric Shaffer. CS418 is easier to get an A.

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Jupyter Notebook 99.3%. Python 0.7%. UIUC CS 412 - Intro to Data Mining. Contribute to vedchugh/cs412 development by creating an account on GitHub.CS 421 Sample Final Questions You should review the questions from the sample midterm exams, the practice midterm exams, and the assignments (MPs and WAs), as well as these question. 1. Write a function get primes : int -> int list that returns the list of primes less than or equal to the input. You may use the built-in functions / and mod.Department of Computer Science Univ. of Illinois at Urbana-Champaign Rm 2132, Siebel Center for Computer Science 201 N. Goodwin Avenue Urbana, IL 61801, USA E-mail: hanj [at]illinois.edu Ph.D. (1985), Computer Science, Univ. Wisconsin-Madison. Data Mining, Text Mining, Intelligent Systems. Data Mining Research Group (DMG Misc Info)Jiawei Han, Computer Science, Univ. Illinois at Urbana-Champaign, 2017 1. August 28, 2017 Data Mining: Concepts and Techniques 2 ... CS 412. Course Page & Class Schedule

University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Computer Science. Search. Menu. Search. About. About. Facts & Rankings; ... security and privacy in data mining; research frontiers. Course Information: Prerequisite: CS 412. Contact Us. Computer Science. Thomas M. Siebel Center for Computer Science. 201 North ...Same as CS 450, ECE 491 and MATH 450. See CS 450. CSE 402 Parallel Progrmg: Sci & Engrg credit: 3 or 4 Hours. ... CS 420. CSE 408 Applied Parallel Programming credit: 4 Hours. Same as CS 483 and ECE 408. See ECE 408. CSE 412 Numerical Thermo-Fluid Mechs credit: 2 to 4 Hours. Same as ME 412. See ME 412. CSE 414 Algorithms credit: 4 …The last two bullets you mentioned, HDD performance and RAID levels seem more like it was covered in CS 232, not CS 411 - at least when I took CS 411 in Spring 2012. But other than that, great post. I wish CS 412 was offered in the Spring, and not just the Fall. Seems like a really interesting course. 1.University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Computer Science. Search. Menu. Search. About. About. Facts & Rankings; ... security and privacy in data mining; research frontiers. Course Information: Prerequisite: CS 412. Contact Us. Computer Science. Thomas M. Siebel Center for Computer Science. 201 North ...MATH 413 (Combinatorics) Should I/Can I take MATH 413 (Combinatorics) without having taken MATH 347? When I took it there were barely any proofs, you could probably get away with it. If you've taken CS 173, you can definitely do it. (I'm guessing you might have based on your user name) That said, math 347 is called "fundamental mathematics" for ...Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606Course Information: Same as MATH 357. Credit is not given towards graduation for CS 357 if credit for CS 450 has been earned. (Counts for advanced hours in LAS). Prerequisite: One of CS 101, CS 105, CS 124, CS 125 or ECE 220; MATH 241; one of MATH 225, MATH 257, MATH 415, MATH 416, ASRM 406 or BIOE 210.to students currently enrolled in the ISE undergraduate degree program at the University of Illinois ... CS 101, CS ... CS 411, CS 412, CS 425, CS 438, ECE 490,. GE ...

CS 437 vs CS 447 & other 400 level electives. Academics. I'm 4 advanced credits away from graduating and just want to be done. I'll be remote due to an internship in the fall. Currently I'm signed up for IS 407: Introduction to Data Science (3hr). I'm also thinking of choosing between CS 437 (IoT) or CS 447 (NLP).

These classes both fill my advanced composition requirement and CS graduation requirement. Do they have the same amount of writing? How do these classes compare to each other in structure and topics? Can't say much about cs 211 because its brand new. It's in the CIF though so that's a bonus. University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Materials Science & Engineering ... CS 412 CS 412 - Introduction to Data Mining Fall ... Academics. Hello everyone, just wondering how the following computer science classes are, I'm currently planning on taking CS 411 (Database Systems), CS 412 (Intro to Data Mining), CS 461 (Computer Security 1) and CS 437 (Topics in Internet of Things). Does anyone know how these classes are, ie workload/content? This subreddit is not sponsored or endorsed by the University of Illinois or any other on-campus group. Members Online. UIUC had a student organization called the Ku Klux Klan from around 1907 to 1923, when they changed their name the Tu-Mas. 2. upvotes ...The options are 357, 361, 374, and pretty much any 400 level course. 361 and 374. If you're in a scientific major (Physics/Astronomy/Atmo), CS 357 is very helpful and applicable. CS 440 (AI) is a good survey of AI and not the hardest class. Cyber Dystopia CS 464 is really interesting and easy to satisfy 400 level CS minor requirement.Courses. CS 128: Introcuction to Computer Science II. CS 412. Prerequisities: one of [CS 126] Software Design Studio or CS 128 or ECE 220; one of CS 173 or MATH 213 or MATH 347 or MATH 412 or MATH 413. #technical-core/cs128.I took CS 446 with Dan Roth. I bring this up because Professor Hockenmaier's 446 section tends to be slightly more applications oriented, likely due to her involvement with the NLP group at UIUC. (Dan Roth is still very involved with NLP, but not as specialized AFAIK as his group is more broadly focused on cognitive computation).CS 412: Introduction to Data Mining School : University of Illinois at Urbana, Champaign (UIUC ) DocumentsComputing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...University of Illinois Web Privacy Notice ... See CS 450. CSE 402 Parallel Progrmg: Sci & Engrg ... CSE 412 Numerical Thermo-Fluid Mechs credit: 2 to 4 Hours.

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Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...Struggling in Math 412. Hi all, I'm a Math&CS major here and we are required to take between Math 417 (Abstract Algebra) and Math 412 (Graph Theory). I decided to take 412 because of the wide applications of graphs in CS. Currently Balogh is teaching it and I am finding it very difficult, much harder than most other math courses I have taken.ECE 313 is probability for ECE and it currently only has Math 257 (linear algebra) as a prerequisite. That course also satisfies the CS 440 and 446 probability prerequisite. They really should be considered equivalent as "Credit is not given for both CS 361 and ECE 313". In terms of math, that would be the quicker way to get to AI, Math 257 ...How was CS 412 . Thinking of taking it next semester. How much time would it take per week? What topics did it cover? ... This subreddit is for anyone/anything related to UIUC. Students, Alumni, Faculty, and Townies are all welcome. Given the lack of a regional subreddit, it also covers most things in the Champaign-Urbana area. ...Recent Courses Taught. CS 412 A3 (CS 412 A4, CS 412 P3, CS 412 P4, CS 412 PG, CS 412 PU) - Introduction to Data Mining; CS 591 MLR - ML Reading Group ...CS 412: Introduction to Data Mining. Fall, 2023 . Course Objective. Provide a comprehensive overview of the fundamental concepts and techniques of data mining. Be able to understand the key concepts of data mining techniques, including data preprocessing, data warehousing and cube, frequent pattern mining, classification, …This subreddit is for anyone/anything related to UIUC. Students, Alumni, Faculty, and Townies are all welcome. Given the lack of a regional subreddit, it also covers most things in the Champaign-Urbana area. This subreddit is not sponsored or endorsed by the University of Illinois or any other on-campus group.If you enjoy courses like CS 225, you'd probably like CS 241. CS 374 has important knowledge in general, CS 411 is great for industry. Not many students (CS majors) like CS 233, take it only if you like the material. Honestly just browse through all the electives and see which ones interest you. Hope this helps. Edit: CS 241 requires CS 233Choose Illinois Computer Science; Awards. Celebration of Excellence ... CS 126 or CS 128 or ECE 220; One of CS 173, CS 413, MATH 213, MATH 347, MATH 412, or MATH 413. Class Schedule Information: Students must register for one lecture-discussion and one lecture section. ... Thomas M. Siebel Center for Computer Science. 201 North Goodwin Avenue ...University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Search. Menu. Search. About. Need assistance? We're here to help. ... Intro to Computer Science II: Online: In Person: CS 173: Discrete Structures: In Person: CS 199 012: CS 124 CA: Online: ... CS 412 CSP: Introduction to Data Mining: Online: CS 412 DSO ...Grade disparity between sections at UIUC. Originally published by Devin Oliver, Johnny Guo, Joe Tan, Jerry Li, Tina Abraham, Andy (Tianyue) Mao, Kara Landolt, Nathan Cho, and Wade Fagen-Ulmschneider. Updated for Spring 2024 Registration on April 05, 2024 by Wade Fagen-Ulmschneider. ….

CS 357. Numerical methods play an increasingly important role in a wide variety of engineering and physical sciences. In past decades, to test the efficiency of a new aircraft design, an expensive physical prototype had to be built and flown; now, an aerospace engineer can perform this test with an accurate simulation on her laptop.CS 412: Introduction to Data Mining. Fall, 2023 . ... Location: 1404 Siebel Center for Computer Science. Instructors: Arindam Banerjee, [email protected] ... The University of Illinois at Urbana-Champaign Student Code should also be considered as a part of this syllabus. Students should pay particular attention to Article 1, Part 4 ...Dive into undergraduate and graduate computer science courses, from machine learning to natural language processing. ... Credit in CS 225: CS 412: Introduction to Data Mining: Website: CS 413: Intro to Combinatorics: CS 415: Game Development: Website: ... Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606 ...University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Electrical & Computer Engineering. Search. Menu. Search. About. ... CS-ECE Corporate Connection; Donate Materials; ECE Explorations; Events; Scholarships, Fellowships and Awards ... Same as ME 412. See ME 412. Get In Touch Make a Gift. Electrical & Computer ...As the other comment mentions ECE 408 (aka CS 483) is a pretty good class. However, I think 420 has more of a cpu-parallelism (using OpenMP etc) focus as opposed to 408 doing gpu/CUDA. CS 484 is the better equivalent if cpu stuff is what you're after. You can check the history but I think it's offered most spring semesters.Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ...Repo for projects related to UIUC 412. Contribute to SamuelDoud/UIUC-CS-412 development by creating an account on GitHub. Cs 412 uiuc, CS 412 Introduction to Machine Learning. University of Illinois at Chicago, Spring 2018. Lecture time: TTh 2-3:15pm Location: TBH 180G ..., Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ..., Illinois Computer Science has partnered with Coursera to use its massive open online course (MOOC) platform to offer the MCS to students in a more flexible and affordable way than is possible on campus. Students can earn the Online MCS in as little as one year, or in as many as five years. ... CS 412 Introduction to Data Mining : Graphics/HCI ..., Current topics in computer architecture, selected from areas of current research such as: energy efficiency, processing in memory, cloud computing, 3-D architectures, security and privacy, hardware and software resiliency, cross-stack design, heterogeneous platforms, approximate computing, mobile computing, machine learning accelerators, and novel computing technologies., University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Materials Science & Engineering. Search. ... 412. Introduction to Data Mining. 3. CS ..., Saw the other post asking about INFO 490 and bypassing part I. I'm thinking of doing the same and I was wondering how much overlap there is between…, Administrative Information Lectures: Tue, Thu 11.00am-12.15pm in Siebel Center 1109. Instructor: Chandra Chekuri- 3228 Siebel Center, 265-0705, chekuri at cs dot illinois dot edu Office Hours: By appointment (send email to make one) Grading Policy: There will be 2 to 3 homeworks and a reading/project in the second half. Course projects could involve research on a specific problem or topic, a ..., CS 412 CSP (CS 412 ONL, CS 412 P3, CS 412 P4) - Introduction to Data Mining; CS 469 (ADV 462) - Comp Adv Infrastructure; ... Illinois CS Interactive Computing faculty and students, attended the ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) Oct. 14-18. Two papers from the CS IC group won the Best Paper awards, This repo contains the programming assignments for CS-412 Data Mining course which is part of the Master program in CS in UIUC - CS-412-Data-Mining/README.md at master · yan6pz/CS-412-Data-Mining., CS 412: Spring’21 Introduction To Data Mining Take-Home Midterm (Due Tuesday, March 23, 10:00 am) General Instructions • You will have to answer the questions yourself, you cannot consult with other students in class. It is an open book exam, so you can use the textbook and the material shared in class, e.g., slides, lectures, etc. • The take-home …, CS412 is boring. u/MrAcurite send help for this quiz. Step 1) Puff out your chest. Step 2) Say "Tax exemption". Step 3) Acquire a taste for freeform jazz. OP is in one of the easiest programs living the life as a .01% of humanity on a path straight to a 6 figure salary working 10-15 hours a week and is complaining about an easy as fuck class ..., University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Computer Science. Search. Menu. Search. About. About. Facts & Rankings; Contact Us & Office Locations; History Timeline; ... CS 412 A3 (CS 412 A4, CS 412 P3, CS 412 P4, CS 412 PG, CS 412 PU) - Introduction to Data Mining; CS 591 MLR - Machine Learning …, Think of 233 as 233 + 341. Take 340 if you like high level stuff generally, and don't wanna bother with low level code too much. Half of the semester is still low level c code, and a pretty large time commitment, but it is a lower time commitment than the insane amount of coding that's 341. The second half of 340 is about high level ..., Assignments. Date. Rating. year. Ratings. Studying CS 412 Introduction To Data Mining at University of Illinois at Urbana-Champaign? On Studocu you will find assignments and much more for CS 412 Illinois., CS 440 doesn't really assume much (or any) linear algebra knowledge. 411, 415. CS357 is fairly easy if you’re good with math. Very forgiving for late submissions with a lot of extra credit opportunities, with 5 MPs that take like an hour or 2 to complete. The only rough part is there are 6 midterms., University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Aerospace Engineering. Search. Menu. Search. About. ... CS 233 - Computer Architecture; CS 420 - Parallel Progrmg: Sci & Engrg; CS 461 - Computer Security I; CS 465 - User Interface Design; CSE 412 - Numerical Thermo-Fluid Mechs; ECE 210 - Analog Signal ..., Teaching Assistant Professor, University of Illinois Urbana-Champaign, Computer Science, 2022-Present. Visiting Assistant Professor, Purdue University, West Lafayette, Computer Science, 2019-2022; ... CS 412 DSO (CS 412 P3, CS 412 P4, CS 412 PG, CS 412 PU) - Introduction to Data Mining;, Expect to spend several hours a week reading the material she gives you. It's long and very tedious, but some of it is used on the exam, so it's important to the basics of most of the readings. The lectures are clear, but she talks very fast. The term paper wasn't that bad, just time consuming. I ended up getting an A, but this class gave ..., You look lost... Mr. Panda is here to help you get home. Courses. Chart, Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606, In Fall 2023, CS 418 Interactive Computer Graphics is being offered in a way designed specifically to cater to our online MCS program. As such, both in-person and online students will be expected to consume course material in an asynchronous digital form. Office hours will also be held online, are optional, and will be the only synchronous ..., CS 412 - Introduction to Data Mining Spring 2020. Title Rubric Section CRN ... Illinois Computer Science in Chicago 200 South Wacker Drive, 7th Floor Chicago, IL 60606. , CS 512 - Data Mining Principles Spring 2020. Title Rubric Section CRN Type Hours Times Days Location Instructor; Data Mining Principles ... security and privacy in data mining; research frontiers. Course Information: Prerequisite: CS 412. Contact Us. Computer Science. Thomas M. Siebel Center for Computer Science. 201 North Goodwin Avenue …, Location and Times Course Title: Introduction to Competitive Programming Rubric: CS 491 CAP CRN: 31584 Dates: January 19 to May 4th, 2022, Mondays and Wednesdays Time: 14:00 - 15:15 Location: On Campus: 1131 Siebel Center Instructor: Mattox Beckman Recommended Textbooks: Competitive Programming 4 Guide to Competitive Programming Prerequisites: ability to program is necessary; CS 225 recommended., [CS 241] [CS 361] [CS 412] [CS 210] [MILS 202] and second half add a class: [CPSC 131] If I were to drop a class it would likely be CS361, is the rest doable? Reply ... Something you should know about Calc 3 at UIUC is that there are multiple professors, but the exams for every section will be the same, so it's important that you get a good ..., Siebel School of. Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and ..., Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ..., Are CS 540 and CS 412 doable without having taken Math 340? Advertisement Coins. 0 coins. Premium Powerups Explore Gaming. Valheim Genshin ... I don't believe u need to know 340 for 412, I'm taking it this fall I have no knowledge of 412 lol Reply More posts you may like., University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Electrical & Computer Engineering ... CS 512 CS 512 - Data Mining Principles Spring 2024. Title Rubric ... security and privacy in data mining; research frontiers. Course Information: Prerequisite: CS 412. Subject Area. Software Systems; Get In Touch Make a Gift ..., 614 E. Daniel St., 4th Floor Champaign, IL 61820; 217-333-4930; [email protected]; MC-387, Introduction to Machine Learning (CS 412, CRNs: 43871, 43872. 1) Fall 2021 . 3 credit hours (undergraduates) or 4 credit hours (graduates) Prerequisites: CS 251; and IE 342 or STAT 381; or consent of instructor . Instructor: Prof. Xinhua Zhang. Course Modality: Online only. No in-person meeting (ignore LC C from banner), Computing and Data Science. This new school will provide an even greater depth of resources to our top-5 ranked computer science program and a planned new building, made possible through a generous $50 million gift from Illinois alumnus Thomas M. Siebel. Pending approval by the University of Illinois Board of Trustees and Illinois Board of ..., CS 425 (Distributed Systems) for 3 credit hours isn't that much work and I've found it super useful for the kinds of questions asked in interviews this season. 4 credit hours is more interesting/practical because you actually build a distributed system from the ground up, but it is significantly more work. CS 440 (AI) was definitely fun, not ...