Cs 445 uiuc

CS 445 at the University of Illinois at Urbana-Champaign (UIUC) in Champaign, Illinois. Computer vision techniques to enhance, manipulate, and create media from photo collections, such as panoramic stitching, face morphing, texture synthesis, blending, and 3D reconstruction. Course Information: 3 undergraduate hours. 3 or 4 graduate hours.

The University of Illinois at Urbana-Champaign (UIUC) is known for its commitment to providing students with a top-notch education. One of the key features of My Moodle UIUC is its...Project 1: Hybrid Images. Project 2: Image Quilting. Project 3: Gradient Domain Fusion. …C omputational Photography (CS 445) - Fall 2023 Instructor: Derek Hoiem Where: Coursera Syllabus Take-home questions CampusWire Discussion (6057) Tutorial on Linear Algebra Tutorial on NumPy & Jupyter Notebook Textbook: Computer Vision: Algorithms and Applications by Rick SzeliskiSpring 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 ...Welcome to CS 440/ECE 448, Fall 2022! We'll be using a number of electronic tools this term. This website is the central location from which you can find all the other tools. These pages are mostly ready, so feel free to explore. However, there may be last-minute tweaks.Application areas such as natural language and text understanding, speech recognition, computer vision, data mining, and adaptive computer systems, among others. Course Information: Same as ECE 449. 3 undergraduate hours. 3 or 4 graduate hours. Prerequisite: CS 225; One of MATH 225, MATH 257, MATH 415, MATH 416, ASRM 406 or BIOE 210; One of CS ...ECE 445 addresses the following: 1. Principles: an ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics (1) This is an important attribute of successful project engineering in ECE445.CS 102: Little Bits to Big Ideas: In Person: CS 105: Intro Computing: Non-Tech: In Person: CS 107: Data Science Discovery: In Person: CS 124: Intro to Computer Science I: Online: In Person: CS 128: Intro to Computer Science II: Online: In Person: CS 173: Discrete Structures: In Person: CS 199 012: CS 124 CA: Online: CS 199 124: Supplementary ...

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.Assistant Professor, Journalism and Institute of Communications Research. David M. Nicol. Professor, Electrical and Computer Engineering. Michael Nowak. Teaching Assistant Professor. Luke Olson. Professor and Willett Faculty Scholar. David Padua. Donald Biggar Willett Professor Emeritus in Engineering.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 ...For reference, I came to this opinion after receiving A+‘s in ECE313 and MATH416. It was definitely more time consuming than average, but not as much as say, ECE391. I will say though, your experience may be instructor dependent. I took the course with Telgarsky/Schwing who were great lecturers, but made brutal exams.Official Description. Theory, design, and implementation of text-based information systems. Text analysis, retrieval models (e.g., Boolean, vector space, probabilistic), text categorization, text filtering, clustering, retrieval system design and implementation, and applications to web information management. Course Information: 3 undergraduate ...University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Electrical & Computer Engineering. Search. Menu. Search. About. ... ECE 445 Senior Design; ECE 496/499 Senior Research and Thesis: Another Way of Receiving ECE 445 Credit ... Credit in CS 233 or ECE 198 KL or ECE 198 KL1 or ECE 198 KL2 or ECE 198 KL3 or ECE 220 ...

cs 431. Is there anyone who took CS431 before? How was the final? I feel like I have learned nothing from this course and do not know how to prepare for the final... thanks. If you learned nothing, you should be fine. A year ago it was on rate monotonic scheduling.Getting help is a smart and courageous thing to do – for yourself and for those who care about you. Counseling Center: 217-333-3704, 610 East John Street Champaign, IL 61820 McKinley Health Center:217-333-2700, 1109 South Lincoln Avenue, Urbana, Illinois 61801.ML unfortunately does not have any empty seats, and the fact that I am studying in a department other than CS makes it more difficult. It goes into the theoretical foundation a little bit (to explain how a particular kind of model works), but it mostly focuses on how to use ML libraries with what parameters.TeX 39.9%. HTML 7.4%. Other 0.1%. Course Projects from UIUC CS 445. Contribute to GiattiChen/CS445 development by creating an account on GitHub.Credits and Course Notes I am grateful for the many preceding efforts to design excellent courses and course notes for this topic. I am particularly indebted to Derek Hoiem for designing this course and borrowing much of his course and project design, to Rick Szeliski for making his book available, to James Hays for course suggestions and materials, and to Alyosha Efros, Steve Seitz, Lana ...

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I bet they are nothing compared to ECE 391. For being a 100 level course CS 173 has an unnecessary amount of work involved. CS 573 is the hardest I've taken. It's difficult to define "hard." It could be hard material-wise, easy-but-poorly-taught hard, etc. CS courses have good structure and the MPs are pretty fair.Languages. Jupyter Notebook 98.8%. Python 1.2%. Projects from UIUC CS 445. Contribute to SwiftDerek/CS_445 development by creating an account on GitHub.Ph.D. StudentComputer ScienceUniversity of Illinois at Urbana-Champaign CONTACT INFO Address: Thomas M. Siebel Center, 201 North Goodwin Avenue, Urbana, IL 61801-2302Email: [email protected] ... CS 445: Computational Photography, UIUC, Urbana, IL. Teaching Assistant: Fall 2020: Center for Long-Term Cybersecurity, UC Berkeley, Berkeley, CA ...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 ...A project-focused course covering fundamental principles of user interface design, implementation, and evaluation. Small teams work on a term-long project that involves: analysis of the problem domain, user skills, and tasks; iterative prototyping of interfaces to address user needs; conducting several forms of evaluation such as cognitive walkthroughs and usability tests; implementation of ...

ECE 470 (AE 482, ME 445) - Introduction to Robotics; ECE 484 (ECE 498 SM, ECE 498 SMA) - Principles of Safe Autonomy ... Illinois Computer Science in Chicago 200 ...CS440/ECE448 Artificial Intelligence, Spring 2024. ¶. This course provides an introductory survey of concepts and techniques in artificial intelligence. Intelligence is the ability to decide, learn, plan, understand, communicate, perceive, and act; AI is the creation of machines that do these things. This course gives a one- or two-week ...Credits and Course Notes I am grateful for the many preceding efforts to design excellent courses and course notes for this topic. I am particularly indebted to Derek Hoiem for designing this course and borrowing much of his course and project design, to Rick Szeliski for making his book available, to James Hays for course suggestions and materials, and to Alyosha Efros, Steve Seitz, Lana ...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 ...Academics · Architecture, Compilers, Parallel Computing: CS 426, 431, 433, 483, 484, 526, 533, 534, 536 · Artificial Intelligence: CS 440, 441, 442, 443, 444, 445&nbs...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 ...Computer vision techniques to enhance, manipulate, and create media from photo collections, such as panoramic stitching, face morphing, texture synthesis, blending, and 3D reconstruction. Course Information: 3 undergraduate hours. 3 or 4 graduate hours. Prerequisite: CS 225, MATH 225, and MATH 231. Course Director.C omputational Photography (CS 445) - Fall 2023 Instructor: Derek Hoiem Where: Coursera Syllabus Take-home questions CampusWire Discussion (6057) Tutorial on Linear Algebra Tutorial on NumPy & Jupyter Notebook Textbook: Computer Vision: Algorithms and Applications by Rick SzeliskiThis 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.

ANSC 445. Statistical Methods. ANSC 446. Population Genetics. ANSC 447. ANSC 448. ANSC 449. Biological Modeling. ANSC 450. Comparative Immunobiology. ANSC 451.

IE 445 Human Performance and Cognition in Context credit: 3 or 4 Hours. ... hours. No professional credit. Prerequisite: Familiarity with linear programs (IE 411 or equivalent), Algorithms (CS 374 or ... they should have: (1) Basic Calculus sequence (Calc I, II and III at UIUC these are MATH 220, MATH 231, and MATH 241; MATH 234 can ...Jupyter Notebook 100.0%. UIUC CS 445 Computational Photography (Professor Hoiem, Fall 2023) - GitHub - mollytyy/CS445: UIUC CS 445 Computational Photography (Professor Hoiem, Fall 2023)CS 445 2022 FallTeaching Assistant, CS 445 - Computational Photography, UIUC, ... CS 543 - Computer Vision, UIUC, Fall 2023 Teaching Assistant, CS 361 - Probability and Statistics for Computer Science, UIUC, Fall 2022 : Scholarships and Awards: Conference Presentation Award, University of Illinois Urbana-Champaign, 2023TeX 39.9%. HTML 7.4%. Other 0.1%. Course Projects from UIUC CS 445. Contribute to GiattiChen/CS445 development by creating an account on GitHub.CS440/ECE448 Artificial Intelligence, Spring 2022. ¶. This course provides an introductory survey of concepts and techniques in artificial intelligence. Intelligence is the ability to plan, learn, and communicate; AI is the creation of machines that do these things. We will also look at applications including games, robotics, computer vision ...2024-2025 Academic Catalog. University of Illinois Urbana-Champaign. The University of Illinois Urbana-Champaign was founded in 1867 as a state-supported, land-grant institution with a threefold mission of teaching, research, and public service. The university has earned a reputation as an institution of international stature.

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Computational photography is an emerging field created by the convergence of computer …ECE 445: Senior Design Project Laboratory: Senior Standing: ECE 448: Artificial Intelligence: Credit in CS 225 or ECE 391: ECE 449: Machine Learning: Credit in CS 225 Credit in ASRM 416 or MATH 225 or MATH 415 or MATH 416 Credit in CS 361 or ECE 313 or MATH 461 or STAT 400: ECE 454: Antennas: Credit in ECE 350: Website: ECE 457: …cs445 - Object Oriented Design and Programming, Computer Science, Illinois Institute of Technology, IIT. Spring 2020: Fall 2018: Fall 2017: Fall 2016: Spring 2016: Fall 2015: Spring 2015: Fall 2014: Fall 2013: Spring 2013: cs445 - Spring 2022. Syllabus. Homeworks and Exams. ... Computer Science ...Credits and Course Notes I am grateful for the many preceding efforts to design excellent courses and course notes for this topic. I am particularly indebted to Derek Hoiem for designing this course and borrowing much of his course and project design, to Rick Szeliski for making his book available, to James Hays for course suggestions and materials, and to Alyosha Efros, Steve Seitz, Lana ...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 445: Computational Photography: Online: CS 446: Machine Learning: In ...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 ...ECE 470 (AE 482, ME 445) - Introduction to Robotics; ECE 484 (ECE 498 SM, ECE 498 SMA) - Principles of Safe Autonomy; ECE 590 K - Human-Centered Autonomy; ECE 598 HCO - Human-Centered Robotics; ... [email protected]; Webmaster: [email protected]; Illinois Computer Science in Chicago 200 South Wacker Drive, 7th …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 ...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 Higher Education.CS 445 - Computational Photography. Instructor: Derek Hoiem. Textbook: by Rick …Assistant Professor, Computer Science. (217) 244-8913. [email protected]. 3316 Siebel Center for Comp Sci. Research Honors. ECCV Best Paper Honorable Mention Award (2020) Recent Courses Taught. CS 445 - Computational Photography. CS 598 ACV - Advanced Computer Vision. ….

Political science has some offerings, but they are usually listed under something like formal or strategic models. Rob Carroll ( u/RJCUIUC) has been teaching a few of them in the last two or three semesters, and he's great. IE310 has game theory as one of the topics. i am told ps 231 does this.CS 440 will give you a more general idea of AI, not exclusively deep learning. IMO, CS 440 is a better "first" AI class to be taking, if what you are interested in is learning about all sorts of AI. If deep learning is the only part that you're …CS444: Deep Learning for Computer Vision (Fall 2023) TAs: Anshul Bheemreddy (anshulb3), Chaoran Cheng (chaoran7), Xiaodan Hu (xiaodan8), Yana Zhao (yuanyaz2). To the extent possible, you should use Campuswire for asking questions. If you have a logistics question specific to yourself, you can email the staff at [email protected] for UIUC Graduates. If you completed any CS or CS+X major or a CS minor at Illinois with a GPA of 3.0 or better in the last two years of your undergraduate degree and a GPA of 3.2 or better in CS courses, ... CS 445 Computational Photography CS 447 Natural Language Processing ...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 441 Applied Machine Learning. 4. CS 445 Computational Photography. 4. CS 447 Natural Language Processing. 4. CS 598 Deep Learning for Healthcare [Recommended ...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. ... Machine Learning CS 446 Artificial Intelligence CS 440 Introduction to Bioinformatics CS 466 Embedded Systems CS 431 ...PotassiumSulfite. •. Im in the class this semester, in my opinion its a pretty easy and interesting class. All the MPs are in Python, and the course is hosted asynchronously on Coursera. The grading is also quite lenient for this semester (and most likely will be the same for spring) -- you're given 10 late days total, and after you use up ...C omputational Photography (CS 445) – Spring 2024 Instructor: Yuxiong Wang Where: Coursera Instructor Office Hours: Tue 1:00 PM - 2:00 PM (CT) Hybrid (Siebel 3316 /Zoom) Cs 445 uiuc, Welcome to CS 440/ECE 448, Fall 2022! We'll be using a number of electronic tools this term. This website is the central location from which you can find all the other tools. These pages are mostly ready, so feel free to explore. However, there may be last-minute tweaks., Application areas such as natural language and text understanding, speech recognition, computer vision, data mining, and adaptive computer systems, among others. Course Information: Same as ECE 449. 3 undergraduate hours. 3 or 4 graduate hours. Prerequisite: CS 225; One of MATH 225, MATH 257, MATH 415, MATH 416, ASRM 406 or BIOE 210; One of CS ..., This subreddit is not sponsored or endorsed by the University of Illinois or any other on-campus group. Members Online • beefnono . 400-level CS electives . Hey guys, any 400-level elective recommendations for a CS major who realized he's not really that into CS anymore? As far as I can tell none of the classes offered next semester really do ..., UIUC CS 445 Computational Photography (Professor Hoiem, Fall 2023) - GitHub - mollytyy/CS445: UIUC CS 445 Computational Photography (Professor Hoiem, Fall 2023) Skip to content. Navigation Menu Toggle navigation. Sign in Product Actions. Automate any workflow Packages. Host 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 ..., CS 445 2022 Fall, So any exposure you can get to the concepts will help you in later classes as well. You don’t need anything from 440 or 441. You just need to be really, really solid with your math (linear algebra, calculus, probability/stats) as the others say, know your math well, start early, go to office hours, etc. To be frank, it wasn’t an easy class ..., University of Illinois Urbana-Champaign, University of Illinois at Urbana-Champaign. The Grainger College of Engineering. Electrical & Computer Engineering ... Another Way of Receiving ECE 445 Credit; Junior Eligibility the (2.25) Rule; ... optimization of software; hardware primitives for parallelism and security. Course Information: Prerequisite: CS 125 or CS 128; CS 173 or MATH 213 ..., If you've taken ECE 391, you've built a kernel from scratch. Building a kernel is an amazing feet (very few people will EVER do something like this!), but it's also always easier to build something yourself than to actually make code work within 20m+ SLoC system. All of the CS 423 MPs are all about programming kernel modules in the Linux kernel., ECE 445 Senior Design; ECE 496/499 Senior Research and Thesis: Another Way of Receiving ECE 445 Credit; Junior Eligibility the (2.25) Rule ... Credit or concurrent enrollment in one of CS 240, CS 241, CS 340, CS 341 or ECE 391. Get In Touch Make a Gift. Electrical & Computer Engineering. 306 N. Wright St. MC 702. Urbana, IL 61801. Phone: 217 ..., 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 ..., ABET Programs Outcomes and Assessment. ECE 445 addresses the following: 1. Principles: an ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics . This is an important attribute of successful project engineering in ECE445., Saved searches Use saved searches to filter your results more quickly, C omputational Photography (CS 445) - Fall 2023 Instructor: Derek Hoiem Where: Coursera Syllabus Take-home questions CampusWire Discussion (6057) Tutorial on Linear Algebra Tutorial on NumPy & Jupyter Notebook Textbook: Computer Vision: Algorithms and Applications by Rick Szeliski, First, you need to estimate the three major orthogonal vanishing points. Use at least three manually selected lines to solve for each vanishing point. This MATLAB code and this Python code provide an interface for selecting and drawing the lines, but the code for computing the vanishing point needs to be inserted., IE 445 Human Performance and Cognition in Context ... hours. No professional credit. Prerequisite: Familiarity with linear programs (IE 411 or equivalent), Algorithms (CS 374 or ... they should have: (1) Basic Calculus sequence (Calc I, II and III at UIUC these are MATH 220, MATH 231, and MATH 241; MATH 234 can ..., 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., 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., 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 ..., Advertisement Not every exposure to CS gas goes according to plan. For starters, some people exhibit varying degrees of genetic or acquired immunity to the irritant -- a reality mo..., Part 5: Create background movie. In this part, we have the background panorama. To create a backround movie from it, we have to determine which area of pixel belongs to which frame. For this process, we have to create a mask with the size of the original frames. For each frame use the homography matrix H H to map it onto the reference frame., You look lost... Mr. Panda is here to help you get home. Courses. Chart, Course Title: Intro to Computing for Engineers and Scientists. Rubric: CS 101. CRN: 31018. Dates: January 16, 2024 - May 1, 2023. Lecture Times: Monday and Wednesdays 11:00 - 11:50. Location: Lincoln Hall Theater. Instructor: Mattox Beckman. Prerequisites: One of MATH 220 or MATH 221 or MATH 231 or MATH 241. Lectures, Assignments, and ..., UIUC Computer Science Zettelkasten ... CS 445 CS 446 CS 447 CS 448 CS 464 CS 466 CS 467 Machines CS 433 Media CS 418 CS 419 Scientific, Parallel, and High Performance Computing ... CS 481 [CS 481] Advanced Topics in Stochastic Processes & Applications. #algorithms-and-models-of-computation/cs481., ME 445. Introduction to Robotics: ECE 484. Principles of Safe Autonomy: CS 588. ... CS 440. Artificial Intelligence: CS 543. Computer Vision: ECE 544. Topics in Signal Processing: ... A minimum of 20 credit hours must be taken from the University of Illinois Urbana-Champaign campus., CS 440 will give you a more general idea of AI, not exclusively deep learning. IMO, CS 440 is a better "first" AI class to be taking, if what you are interested in is learning about all sorts of AI. If deep learning is the only part that you're interested in, CS 444 might be for you. Reply. true., It seems like CS 498 DL has just become CS 444, according to this: cs.illinois.edu. As for CS 498 DL, the course is pretty good. The quizzes could get a little hard but the MP's were mostly interesting. Overall, not too difficult to do well in the course either., CS 440 midterm grades out. Press F. Yay now i can drop a course ;-; Sort by: Add a Comment. [deleted] • 5 yr. ago. JoshNortc. • 5 yr. ago. Can anyone tell me how useful this class is compared to the applied AI courses like 498AML or DL., 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 ..., Application areas such as natural language and text understanding, speech recognition, computer vision, data mining, and adaptive computer systems, among others. Course Information: Same as ECE 449. 3 undergraduate hours. 3 or 4 graduate hours. Prerequisite: CS 225; One of MATH 225, MATH 257, MATH 415, MATH 416, ASRM 406 or BIOE 210; One of CS ..., University of Illinois Urbana-Champaign Senate; Web Con Campus Workshops; Channels; Help CS 445 2022 Fall . From Derek Hoiem views ... CS 445 2022 Fall . From Derek Hoiem views comments. 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