Ubc cpsc 310 final. Extended Description.

Ubc cpsc 310 final It was because that term our MT2 was brutal, so they made an easier final. Important: this is a group-based, development-heavy course. The W2 midterm was tougher and longer to write, and they gave us 2. This is the base project for CPSC310. 0 stars. Readings. What is software? Software is everywhere. Share (e. It was easy and a nice change from your other techy courses. CPSC 310 Introduction to Software Engineering Introduction This class is distinctly divided into a “theory” and “project” part. UBC community member, concerned about SJC UBC upvotes THE UNIVERSITY OF BRITISH COLUMBIA CPSC 110: FINAL EXAM (define CPSC-310 ( make-course "Introduction to Software Engineering" 310 4 ( list CPSC-410 ))) (define CPSC-313 ( make-course "Computer Hardware and Operating Systems" 313 3 empty )) (define CPSC-320 ( make-course "Intermediate Algorithm Design and Analysis" 320 3 empty )) 2009 Sample Midterm 1 (Term 2) (Study Guide) Sample Midterm 2 (Term 2) (Study Guide) Final (Term 2) (Study Guide) 2013 Midterm (Term 2) (Solution) 2014 Sample Final Sample Final (Solution) Sample Final 2 Undated ubc-cpsc-210-DecoratorDesignPattern. Technologies used: CPSC 310 - Introduction to Software Engineering CPSC 310 - Introduction to Software Engineering Specification, design, validation, evolution and construction of modern software systems, within the context of socially and professionally relevant domains such as ethics, intellectual property, and information security. in my final UBC term I have an entirely – CPSC 330/340 focus on the most widely -used methods in practice. davenator49111 Main course webpage for CPSC 310. Controversial. Solutions: None (or Studying CPSC 103 computer science at The University of British Columbia? On Studocu you will find 33 practice materials, 26 lecture notes, 14 tutorial work and much This was a project condcted in UBC's CPSC 310 class. A full stack web app that helps students easily query about courses and rooms at UBC. Add a Comment. With a typical assignment you do your best, and hand it in. Open comment sort options Also really wanted to go to UBC during high school. Everyone involved with CPSC 310 is responsible for understanding and abiding by UBC's Respectful Environment Statement. As specified on the Standing Deferred and Supplemental exams page, deferred exams for CPSC 110 and CPSC 107 must be written with the next challenge exam or the next term's final exam, whichever comes first. Not rated 1. Skip to main content Skip to main navigation. CPSC_V 310 (4) Introduction to Software Engineering. pdf UBC-CPSC-210-ImplementingAnOODesign-Problems. Watchers. pdf UBC-CPSC i finished in an hour i swear to god that was so much easier than the practice tests UBC Vancouver Members Online • silverflintlock. The lectures will be live streamed. One year I heard they got 1/4 of a section or something, lol. Is this normal? Well last year the CPSC 110 teaching team had a part one lecture where Gregor said 39% of all students were cheating on the pre-lecture assignments that they started doing that year or the year before. CPSC 310 Rant . It's worth coming here for some time at least. Average UBC Computer Science Student Society ICICS Room 021 2366 Main Mall Vancouver, BC V6T 1Z4 Y'all recommend CPSC 313, 310, 320 in one term? Title my friends :)) I am also taking a MATH Locked post. It is due on add/drop. 00. The official course learning outcomes (CLOs) for CPSC 310 are: Evaluate software engineering processes used to build modern industrial-calibre systems by justifying their benefits and tradeoffs. View Grades Statistics by Course Support. The questions were nothing too crazy except for few of the SQL ones and most of them were stuff we either covered in class or was in in-class exercises or the additional exercises provided. Marks Max Multiple Choice 20 True/False 20 21 6 22 8 23 8 24 12 25 6 26 6 27 8 28 8 29 6 30 6 31 6 Total 120 Rules Governing Formal Examinations 1. And with all my other finals I'm worried I won't be able to study everything since its my last final. Dropdowns; Submit by ID; Submit Submit UBCV 2017W MATH 101 201 INT CALC AP PH S. All project deadlines are on the Schedule page. I plan to register for CPSC 310, 313, 322, 340 in Term 1 and CPSC 320, 317, 304 in Term 2. There will be additional space for distancing during exams In the ever-evolving landscape of software engineering, ethical considerations, robust security practices, and respect for intellectual property rights are paramount. Exams: Midterm exams will be held in person during class time. While it was a group project, the implementation was open ended on what data structures to use, how to create classes, and link it to the front end. Readme Activity. Specification, design, validation, evolution and construction of modern software systems, within the context of socially and professionally relevant domains such as ethics, intellectual property, and information security. So coming from someone who was very on top of the material and rarely struggled in this course, i genuinely do not see how they expected the average student to be successful on this. The final exam will be in person. Go to UBC if it's your dream. Discussion At least 2 people in my exam room got caught by TAs invigilating the exam. There was a subproject that was trying to attempt to create a course scheduler algorithm, in which this project got 2nd place for efficency in the course. r/UBC. CPSC 310: Introduction to Software Engineering: 9: CPSC 311: Definition of Programming Languages: 6: CPSC 312: Functional and Logic Programming: 2: CPSC 313: Computer Hardware and This entry was posted in Course Reviews and tagged computer science, course review, CPSC 310, Elisa Baniassad, Gail Murphy, Marc Palyart, ubc on July 31, 2016 by arman raina. CPSC 310 Introduction to Software Engineering (0 course reviews) Midterm (1) Final exam (0) 1 Year/Month. CPSC 330 101 2023W UBC course URL. 1 fork. Skip to content. . Course Question What was that Share Add a Comment. But yea it was a lot tougher than the midterms, but he said he doesn't scale his classes earlier in the term :( Try to go back and learn all the concepts and problems you didn't know that well on midterm 1 and 2 and do as many practice tests as you can. CPSC 310: Sample Final Exam Study Questions 2014S1 (These are in addition to the "Study Questions" AI Homework Help CPSC 304 is UBC's introductory course to relational databases (which I'll henceforth abbreviate to RDBMS); you're not expected to have had anyexposure to RDBMSs prior to taking this course. ElephantBoss19 • Thoughts: CPSC 121 Final 2015 Course Page Practice Midterm (Term 1) Practice Midterm (Term 1) (Solution) Practice Final (Term 1) Practice Final (Term 1) (Solution) Practice Final (Term 1) (Solution Q1a) 2016 Course Page Practice Midterm (Term 1) Practice Midterm (Term 1) (Solution) Practice Final (Term 1) Practice Final (Term 1) (Solution) Practice Final (Term 1) (Solution Q1a) Outline And this is coming from someone who got 90s on both midterms, 100s on all labs and almost all psets (ta grading changed them a bit), i have like a 98. We covered a lot of content and the assignments took time Everyone involved with CPSC 310 is responsible for understanding and abiding by UBC's Respectful Environment Statement. The UBC Vancouver Members Online • Miserable-Change8620. An exclamation mark in a speech bubble. Courses; Standard Timetables; Search. Discussion Thoughts? It’s kind of scary how if you get <67% you fail 🥴 Share Sort by: Best. The weight of both midterms will be added to the final exam for students who receive an exemption for both midterms. New. Login The University of British Columbia Grad students take it under 532M, so their scores don't impact the 340 average (listed as different courses, so different averages). About. UBC - A Place of Mind. UBC Search. [3-2-0] Prerequisite: All of CPSC 213, CPSC 221. I find the course really interesting as it's about applied CPSC 310 Project. The official course learning outcomes (CLOs) for CPSC 310 are: UBC CPSC 330: Applied Machine Learning (2022W2) Introduction. Toolset: Eclipse, GWT (desired toolkit is up to you for the project) Prereqs: CPSC 210 (5%), 1 midterm (20%), the UBC Computer Science Student Society ICICS Room 021 2366 Main Mall Vancouver, BC V6T 1Z4 CPSC 210 Final . The University of British Columbia. As many tutorials as possible will also be streamed. Particular focus will be placed on teaching the Find your final exam time, location, and updates. 25 points on the semester. Well to be fair 2020W2 was an easier final than the rest. The final exam will be worth 50% of their final grade. Resources. More details can be found in University of British Columbia > CPSC > CPSC 310 Browse course packages Packages may be identical but requires different amount of Oxdia points Course info. Co-op Go to UBC r/UBC. Home; Browse. Student Services. I also remember when I took the course, Wolfman had practice final and midterms along with video solutions which were extremely helpful as he went through the thought process on how to solve each problem. Old. •For almost all students, CPSC 340 is the better class to take: –CPSC 330/340 focus on the most widely-used methods in CPSC 310 will be a challenging course that we have designed to integrate many of the ideas and concepts from your prior courses in order to help you to learn how to apply them to engineering modern software systems. Missing UBC student, Jasdeep Parmar. An arrowhead Software engineering is a broad and relatively young field. The final exam is scheduled for the The official course learning outcomes (CLOs) for CPSC 310 are: Evaluate software engineering processes used to build modern industrial-calibre systems by justifying their benefits and tradeoffs. Remember that CFA requires you to do so at least 1 week prior to UBC's final exam period. • It covers much more material than standard ML classes like Coursera. This course is a comprehensive introduction to how modern software systems are designed, constructed, and Specification, design, validation, evolution and construction of modern software systems, within the context of socially and professionally relevant domains such as ethics, It takes a lot of time to get set up and started. The I have maths 100 final in 2 days and only 3 days to study for my cpsc 110 final . As third-year students in this field, you’ll delve into these interconnected realms, understanding their impact on software development, user trust, and societal well-being. Last seen: Friday, March 15, 2024 CPSC 110 final . ADMIN MOD 310 Final . ps, whatever you do, don't cheat on the project. CPSC 540 •There is also a more-advanced ML course, CPSC 540: –Starts where this course ends. The official logo of the University of British Columbia. CPSC 310 will be a challenging course that we have designed to integrate many of the ideas and concepts from your prior courses in order to Same, this entire year's been not the best for me academically, UBC do be trying to kill people's dreams and aspirations. UBC Vancouver Members Online • superfemscientist. Search by course . Hacktoberfest Git Workshop; 🚀 AI Agent Workshop using OpenAI; ExpressoTS Open Source Workshop; CSSS Officer Hiring! CSSS Annual General Meeting; See more UBC CPSC 340 Review + Cheat Sheet. What an odd final. Looking back at it a day later, I thought it was generally fair, except maybe the last question. Seating is alphabetical by last name; room assignments will be posted on the entrance to DMP. – CPSC 440/540 focuses on less widely -used methods and research topics. Open comment sort options. In this case, they must still pass the unweighted average of the three exams to pass the course. Each candidate must be prepared to This is the course reader for CPSC 310 at the University of British Columbia. I have been given a choice of either admitting it and get the grade capped at 50 or having a meeting with the prof. This is the thing that you are actually trying to validate. • It is intended as a continuation of CPSC 340 with even more math. Your saved THE UNIVERSITY OF BRITISH COLUMBIA CPSC 310: SAMPLE FINAL EXAM Name: _____ Student #: _____ Signature: _____ Multiple Choice – select the best answer for each question. Some have been sourced from Reddit and student websites. Visualize some data and make important choices. It is intended to be paired with a development-heavy project to better reinforce the core concepts from lecture materials and to enable concepts to be applied in practice. Course Question The final release is what makes the scheme tricky, because we run the whole suite and see what changed. UBC Vancouver Members Online • liluzivertalicious. Exam schedule. The theory portion formalizes software engineering principles and methodologies which is covered in lectures and CPSC 221; CPSC 302; CPSC 310; CPSC 311; CPSC 312; CPSC 313; CPSC 314; CPSC 320; CPSC 322; CPSC 404; CPSC 422; CPSC 448B; Uncategorized; Edit on GitHub. While a compiler can validate the syntax of a program, a test suite is required to ensure its runtime behaviour matches its specification. We acknowledge that the UBC Vancouver campus is situated on the traditional, ancestral, and unceded territory of the xʷməθkʷəy̓əm (Musqueam). pdf Outline CPSC 101 CPSC 110 CPSC 121 CPSC 173 CPSC 210 CPSC 211 CPSC 213 CPSC 221 CPSC 302 CPSC 310 CPSC 311 CPSC 312 CPSC 313 CPSC 314 CPSC 320 CPSC 322 CPSC 340 CPSC 404 Course Schedule Course Schedule. About the Project. Here we will briefly touch on what software is, why it needs to be engineered, and what role the field of software engineering plays in the overall lifecycle of modern software systems. Data cleaning, feature extraction, supervised and unsupervised machine learning, reproducible workflows, and communicating results. 0 watching. The final exam will be worth 65% of their final grade. pdf from CPSC 310 at University of British Columbia. Lecture: Lectures can be attended in person, streamed online, or watched via recordings at your own pace. People say don't stress too much over grades cause they don't really matter decades from now once you have a stable job but nobody mentions having to get good grades to land the employment opportunities you want or the research opportunities you want CPSC 410: Advanced Software Engineering is offered by the Department of Computer Science at the University of British Columbia. 2009 Midterm 2 (Term 1) (Solution) Midterm 2 (Term 2) (Solution) Final (Term 1) (Solution) 2010 Midterm 1 (Term 1) (Solution) Midterm 2 (Term 1) (Solution) 2019 Midterm 1 (Term 1) Midterm 2 (Term 1) Final Midterm 1 (Term 1) Outline CPSC 101 CPSC 110 CPSC 121 CPSC 173 CPSC 210 CPSC 211 CPSC 213 CPSC 221 CPSC 302 CPSC 310 CPSC 311 CPSC 312 The official course learning outcomes (CLOs) for CPSC 310 are: Evaluate software engineering processes used to build modern industrial-calibre systems by justifying their benefits and tradeoffs. The official course learning outcomes (CLOs) for CPSC 310 are: CPSC 110 final cheaters . While software plays a key role in a CPSC 310 Project. One of my courses I'm taking this semester is CPSC 330 but I am struggling with remembering all the concepts. I found it about the same difficulty as CPSC 313 and CPSC 320, and slightly easier than CPSC 310. 1. UBCGrades. 5 hours for this final. Been tutoring and guiding some of their students on the weekends and I am just astounded at the complete garbage that is the course infrastructure. Sort by: Best. Report repository Releases. (In addition to setting yourself up for failure in 310 and it being morally wrong), they WILL catch you. CPSC 317 (Internet Computing) made me want to shoot myself. This is a common time for all students registered in CPSC 110 during the 2024W1 term (September to December 2024). –More focus on theory/implementation, less focus on applications. The final exam for this course is in person, unless another pandemic wave hits and makes it risky, at which point we In this post, I summarize the 3 CPSC courses I took in the online term W2020: CPSC 310, CPSC 320 and CPSC 317. Post navigation ← Course Review: CPSC 213 Course Review: CPSC 221 → UBC CPSC 330: Applied Machine Learning (2022W1) YOU ARE VIEWING AN OLDER VERSION OF THIS COURSE. Faculty of Science Computer Science. A key skill when creating automated unit tests is evaluating the correctness of the code under test. But the most straightforward way to think of it is to forget the final release, and just go with each one is worth 1/4 the project so 11. ADMIN MOD CPSC 110 final . DMP 310: Last names starting with ZHA-ZOU; Section 102; CIRS 1250: Last names starting with ADA-DUA; Your UBC student card or a piece of 2005 Sample Midterm (Term 1) 2009 Midterm (Term 1) Undated 312practicefinal. Alternatively, contact your departmental advising office or your Introduction to Software Engineering | UBC-CPSC 310 - 2022 W T2, 201, 202, 203. Resources Former student’s review notes Casey Cole videos David Black-Schaffer videos on Virtual Memory Have other resources to share? Edit this page on GitHub to add them. 2009 October. Package rating. Pre-reqs: DSCI 100 and either (a) one of CPSC 203, CPSC 210, CPEN 221 or (b) one of MATH 210, ECON 323 and one of CPSC 107, CPSC 110. Top. g. Best. Find your final exam time, location, and updates during the exam season. THE UNIVERSITY OF BRITISH COLUMBIA CPSC 310: SAMPLE FINAL EXAM Name: _____ Student #: _____ Signature: _____ Multiple Choice – select the best answer for each Agenda for today: • Course Evaluations (online) • Review of topics covered that will be on the final! • Practice final (continued into next class) fFinal Exam Topics Review Highlights: Things Evaluate software engineering processes used to build modern industrial-calibre systems by justifying their benefits and tradeoffs. Main navigation. 2010 Practice Midterm (Term 1) (Solution) Midterm Review 1 (Term 1) Midterm Review 2 (Term 1) Midterm (Term 1) (Solution) Final Review (Term 1) 2020 Practice Midterm 1 (Term 1) (Solution) Practice Midterm 2 (Term 1) (Solution) Practice Final (Term 1) (Solution) Outline CPSC 101 CPSC 110 CPSC 121 CPSC 173 CPSC 210 CPSC 211 CPSC 213 CPSC This is the course reader for CPSC 310 at the University of British Columbia. Recent Posts. I have not cheated on any part of the project however, I am unsure if my partner has some role in this. for people who have taken 110 in past years, is the final easier than midterm 2? Share Sort by: Best. It is in our spacecraft, our cars, our fridges, and our phones. Menu MyCS. The Statement of Principle of UBC's Respectful Environment Statement is "The best possible environment for working, learning and living is one in which respect, civility, diversity, opportunity and inclusion are valued. All in all, I think it was a pretty fair exam. The University of British Columbia vancouver campus. Software Engineering Course Readings; A tool to look up UBC historical grade distributions. ADMIN MOD CPSC 330 help, stressed for final . Course Question Wtf I thought that was really hard :( Share Add a Comment. 42 Here you can find a collection of course reviews and descriptions from UBC students and TAs, sorted by year. The Final Exam is scheduled from 3:30-6:00 PM on Friday, December 20. quiz weight cannot be transferred to the final in these cases. The difficulty didn't come from them surprising us with new stuff, it mostly came from the old material just being naturally hard I thought. With 310 you can do your best, get feedback, and iterate like that over and over. Q&A. Check the date of the next CPSC 110 challenge exam below. Please keep your repository private. View Test prep - final-exam-study-questions. Elicit, deconstruct, and refine functional requirements Main course webpage for CPSC 310. ADMIN MOD CPSC 210 Final . It is intended to be paired with a development-heavy project to Welcome to CPSC 310! ALL STUDENTS INCLUDING WAITLISTED STUDENTS: START CHECKPOINT 0 ON THE FIRST DAY OF SEMESTER! It takes a lot of time to get setup and This is the course reader for CPSC 310 at the University of British Columbia. Contribute to ubccpsc/310 development by creating an account on GitHub. Sort by: Best Questions about credit requirements could be answered by your departmental or faculty website, or the UBC Calendar. That said, consider the Resources Former TA’s course notes Open-source solutions for textbook problems 2021 Term 2 assignments and tutorial problems Have other resources to share? Edit this page on GitHub to add them. Glass box testing: When testing in a glass box manner one typically carefully examines the program source code in order to identify potentially problematic sets of inputs or control flow paths. You can find the link of Panopto videos in Canvas. Assertions are the primary piece of machinery used to evaluate correctness within automated unit test suites. CPSC 304 and 404 (Intro and Advanced Relational Databases, respectively) with Ed Knorr was pretty good too. C3). 2004 Midterm 1 (Term 2) (Solution) Midterm 2 (Term 2) (Solution) Final (Term 2) (Solution) 2005 Midterm 1 (Term 1) (Solution) Midterm 2 (Term 1) (Solution) Final (Term 1) (Solution) 2006 A number of different terms are commonly used in the testing space: SUT/CUT: System / code under test. 2006 Final (Solution) 2008 Midterm 1 (Term 2) (Solution) Midterm 2 (Term 2) (Solution) Sample Final (Term 2) (Solution) 2010 Sample Midterm 1 (Term 1) (Solution) I have received an email from CPSC 310 staff suspecting me of academic dishonesty in the project. –More prerequisites and higher workload. • You’ll miss important topics if you skip CPSC 340. Can someone give me tips on how to study and where to study graphs and search from whenever i try to do the modules I cannot understand anything, Everyone involved with CPSC 310 is responsible for understanding and abiding by UBC's Respectful Environment Statement. Write better code with AI Security UBC CPSC 310: Introduction to Software Engineering. You may Hello! I will be starting my 3rd year at UBC in September, and I would appreciate if some CPSC 3rd Year & 4th Year students could provide their thoughts on my degree planning and answer some of my questions. I am really stressing out I know all the topics except for search and graphs. Final exam: December 15th: Canvas: Live lectures: The lectures will be in-person in DMP 310 from 11am to 12:20pm, as marked in the Calendar. pdf Outline CPSC 101 CPSC 110 CPSC 121 CPSC 173 CPSC 210 CPSC 211 CPSC 213 CPSC 221 CPSC 302 CPSC 310 CPSC 311 CPSC 312 CPSC 313 CPSC 314 CPSC 320 CPSC 322 CPSC 340 CPSC 404 CPSC 422 CPSC 448B Uncategorized 2007 Final Final (Solution) 2008 Quiz 1 (Term 1) Quiz 2 (Term 1) (Solution) Midterm (Term 1) (Solution) Makeup Midterm (Term 1) (Solution _sample_solved. Navigation Menu Toggle navigation. Search. Incredibly short, not very comprehensive at all, but many questions weirdly vague. CPSC 310: In a nutshell: Language: Java. You will be required to propose, design, build, validate, and demonstrate a large software product to the class, the TAs, and the instructor. CPSC 310 will be a challenging course that we have designed to integrate many of the ideas and concepts from your prior courses in order to help you to learn how to apply them to engineering modern software systems. CPSC 107/110 Exam Instructions. Course description# Application of machine learning tools, with an emphasis on solving practical problems. Hugh cpsc_v 310 921 CPSC_V 310 - 921 - (Lecture) Specification, design, validation, evolution and construction of modern software systems, within the context of socially and professionally relevant domains such as ethics, intellectual property, and information security. Contribute to ErikaTian/CPSC310 development by creating an account on GitHub. Discussion How'd it go everyone Share Add a Comment. You will extend this codebase for all of the deliverables in the project. Tutorial: Tutorials are completely optional; any work assigned will be available outside of tutorial as well. If you fail to register with CFA and can not take the exam with them, we will not be able to provide alternative accommodations and you will have to take the exam with the rest of the class. Extended Description. Given that jUnit was one of the early One unique part about 310 is that you can essentially get feedback on your assignments (deliverables) before you 'hand them in'. News: Dec 22: The final exam will be held in-person, in both DMP 110 (our usual classroom) and DMP 310 or only DMP 310. Main course webpage for CPSC 310. (SD exam student) CPSC 340 vs. If you are a UBC student and have deferred standing (SD) in CPSC 110 or CPSC 107. It destroyed my soul. This course is a comprehensive introduction to how modern software systems are designed, constructed, and evolved. pdf UBC-CPSC-210-GUI-problem. proofs in CPSC 221 and 320), and sometimes not so direct (the attention to detail needed for some tedious calculations leads to success in courses like CPSC 213 and 313). However don't worry too much, if everyone does poorly on the final they will scale, since they have historical The official course learning outcomes (CLOs) for CPSC 310 are: Evaluate software engineering processes used to build modern industrial-calibre systems by justifying their benefits and tradeoffs. Stars. About & Help API Reference Version 1; Version 2; Version 3; Source Code View Grades by Section. Elicit, deconstruct, and refine functional requirements and quality attributes such that they are described succinctly, completely, and precisely. DSCI 310 aims to further students’ existing data science knowledge with reproducible and trustworthy workflows in the areas of creating and deploying data analysis, reports, and software. Course Question I know Elisa was joking about people making posts like this, but that was honestly the most chill final I’ve ever taken Share Add a Comment. The project has 4 checkpoints (C0. 2 in the course excluding the final exam mark. Midterm number. I received a very low grade in midterm, now I need 60 perc to pass the course. Contribute to joshchew24/InsightUBC development by creating an account on GitHub. There's something special about and I think you could regret it if you decide to go to SFU because you think you CPSC 340 Machine Learning and Data Mining Introduction. CPSC 430 is less technical and discusses ethics of computer science. Dec 20: The final exam is planned to be held in-person, in both DMP 110 (capacity 120) and DMP 310 (capacity 160) or only DMP 310; stay tuned for details. Posts related to Computer Science at the CPSC_V 310, 313, 320: 10: CPSC_V courses numbered 300 or higher 4: 9: CPSC_V courses numbered 400 or higher 4,5: 9: Electives 3: 32: Total Credits: 60: Total Credits for Degree: 120: 1 Students pursuing a Co-op option in Computer Science are advised to also take CPSC_V 210 in their first year or in the summer following their first year. Forks. No releases CPSC 310 final . Require points. Courses; Home /; Browse Courses /; CPSC - Computer Science /; CPSC_V 310 CPSC_V 310 (4) Introduction to Software Engineering. New comments cannot be posted. UBC Computer Science Student Society ICICS Room 021 2366 Main Mall Vancouver, BC V6T 1Z4 If any university CPSC program wants to find out how NOT to teach their students, just sit in on Anthony Estey and Reid Holmes CPSC 310 at UBC. Sign in Product GitHub Copilot. CPSC 330 102 2023W UBC course URL. In this class, you can expect to learn about and implement machine learning models, including classifiers such as decision trees, K-means, and Naive Bayes, linear regression with different loss functions and regularization, minimization algorithms (gradient descent) and neural networks. tykydw ssp lzga nhfm fre hlvub gpncvi yxsslid ssbkd dutfd