CS6601: Artificial Intelligence Course Overview/Thoughts

Course Repo: github.gatech.edu/omscs6601
0:00 Intro/Course Overview
1:10 Grading Scale
2:18 Game Playing Assignment
3:28 Search Assignment
4:39 Bayes Net Assignment
5:14 Midterm
5:59 Decision Trees Assignment
7:17 Gaussian Mixture Models Assignment
7:59 Hidden Markov Models Assignment
8:44 Final Exam
10:20 Closing Thoughts

Пікірлер: 35

  • @kianmehrehtiatkar3380
    @kianmehrehtiatkar3380 Жыл бұрын

    Thank you for your review and comments. This is going to be my first course in the OMSCS program, and I appreciate you shedding some light on what’s about to come!

  • @raviadi295
    @raviadi2953 жыл бұрын

    Good review Bryan 👍

  • @eduardisrael
    @eduardisrael3 жыл бұрын

    Thanks Bryan!

  • @AtomLabX
    @AtomLabX2 жыл бұрын

    Well, I'm glad you enjoyed this class haha xD

  • @theaxelcorporation
    @theaxelcorporation2 жыл бұрын

    Bryan-Do you know anything in regards to salary statistics of graduates upon completion of the program? Thanks.

  • @vinitshah726
    @vinitshah7262 жыл бұрын

    Hey Brian, What do you think it'll be like if this is the first course in the OMSCS program? for context i'll be working 40-50 hrs/wk. Only planning to take this class. Background is in Python (~6/10, 10 being I can make meaningful contributions to Open Source Projects) and familiar with AI concepts, primarily through self learning. Lin. Alg and Calc III is a bit rusty though.

  • @bryan_truong

    @bryan_truong

    2 жыл бұрын

    I do think that it may be a bit of a difficult starter course. AI is definitely a more time-intensive class, and if you are working 40-50 hours a week for work, it will be a lot of time. I would recommend taking an easier course your first semester just to get adjusted to the work/life balance (or lack of it lol)

  • @nikitaanand2617
    @nikitaanand26173 жыл бұрын

    Hey Bryan! Thanks for these videos. What 2 classes would you recommend for the first semester for someone planning to do the ML specialisation?

  • @vincentpisano6440

    @vincentpisano6440

    3 жыл бұрын

    EVERYONE recommends only taking 1 first semester. I took KBAI and thought it was a great first class. Maybe DVA or CN or ML4T if you can get in are other good first classes

  • @nikitaanand2617

    @nikitaanand2617

    3 жыл бұрын

    @@vincentpisano6440 I will not be working a job or anything, I figured the 1 course recommendation was for people who have full time jobs. Thank you for your suggestions, I will check them out! :)

  • @bryan_truong

    @bryan_truong

    3 жыл бұрын

    @@nikitaanand2617 I did AI4R and AI, Ethics, and Society ! I enjoyed it, but was hard to balance with work. If you don't have a full time job, it'll be a breeze

  • @nikitaanand2617

    @nikitaanand2617

    3 жыл бұрын

    ​@@bryan_truong That's good to know! Thanks for these videos- they're super informative, hope to see more :)

  • @mire5234
    @mire52342 жыл бұрын

    Hi Bryan, thank you for the review. I took AI4R in the summer semester which I found medium to easy. I know python, calculus, linear algebra, and probability. I never took algorithms and data structures. Do you think this would create a big problem for me?

  • @bryan_truong

    @bryan_truong

    2 жыл бұрын

    nope- you should be fine!

  • @mire5234

    @mire5234

    2 жыл бұрын

    @@bryan_truong Thank you:)

  • @thanhtran098
    @thanhtran0982 жыл бұрын

    Thanks, Bryan. Would you recommend taking Deep Learning over AI as it teaches more recent techniques and algorithm? I've been thinking about this for a couple of days..

  • @bryan_truong

    @bryan_truong

    Жыл бұрын

    I haven’t taken deep learning so I honestly don’t really know

  • @adnanan-noor2104
    @adnanan-noor21043 жыл бұрын

    Having taken both AI and AI4R, would you say I should focus more on brushing up on LA, probability, or any other math you recommend or focus more on getting python fluency?

  • @bryan_truong

    @bryan_truong

    3 жыл бұрын

    For AI4R- Linear Algebra is more important than probability. For AI, probability is more important (linear algebra isn't used at all)

  • @adnanan-noor2104

    @adnanan-noor2104

    3 жыл бұрын

    Did you brush up on math prior to starting the program?

  • @user-wd3dh9dl9b
    @user-wd3dh9dl9b11 ай бұрын

    Hey, which pc did you use to get through the course? If it was M1/M2 mac, did you have any issues with the environment setup?

  • @bryan_truong

    @bryan_truong

    11 ай бұрын

    so as a disclaimer, this was 2 years ago. At the time, i think it was recommended to use intel macs (which I had). I was using a 2014 MBP at the time. But nowadays, M1/M2 mac's are more and more popular, so I assume it is updated/or being updated to have more support for these apple chips. I'd recommend checking out the latest syllabus to see how it looks

  • @psychodrums8138
    @psychodrums8138 Жыл бұрын

    Im taking ML4T this Fall semester and I considering this to be my next course. I feel like difficulty is not super increased compared with ML4T? what do you think?. I did had a lot of fun in ML4T and I feel confortable with Python. However, I am worried about the amount of time I am expected to spend compared with ML4T

  • @bryan_truong

    @bryan_truong

    Жыл бұрын

    I found AI to be harder but could be just because I took it before ML4T

  • @Will29295
    @Will29295 Жыл бұрын

    You are saying they do curve at the end of the semester? They class is finishing in a few weeks and I'm a bit concerned about my grade.

  • @bryan_truong

    @bryan_truong

    Жыл бұрын

    Yep they do

  • @redrola472
    @redrola472 Жыл бұрын

    How to study for the exam ???

  • @GiovaniGalicia
    @GiovaniGalicia2 жыл бұрын

    Hey Bryan! will you take KBAI in the future?

  • @bryan_truong

    @bryan_truong

    2 жыл бұрын

    I don’t plan on it- but you never know. I still haven’t done any core classes for the ML specialization so I’m going to focus on those next

  • @GiovaniGalicia

    @GiovaniGalicia

    2 жыл бұрын

    @@bryan_truong I see. Makes sense. Good luck on your next classes!

  • @jonobrien8848
    @jonobrien8848 Жыл бұрын

    So exams are pen and paper and math heavy?

  • @bryan_truong

    @bryan_truong

    Жыл бұрын

    Pencil paper or you can mark it up using a pdf editor. A bit of probability but not all math

  • @personager
    @personager3 жыл бұрын

    Thanks for your thoughts on the class! These videos are really helpful. I know this is kind of a dick move but would you mind giving my personal statement a read? I've had it written up for a while now and kinda scared to send it off, partly because I haven't been able to get any feedback on it. Your thoughts would really be appreciated and you'd really be helping me out!

  • @vincentpisano6440

    @vincentpisano6440

    3 жыл бұрын

    try posting it on the omscs reddit, usually get some responses

  • @personager

    @personager

    3 жыл бұрын

    I did but it got no traction unfortunately. Thanks, though