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Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

cs.cmu.edu

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Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#31

My undergraduate degree (from The University of Edinburgh) is Artificial Intelligence. I remember when I was visiting different universities in the UK back in 2000, Edinburgh was the only one I saw which offered AI as a "real" degree. Everywhere else it was a specialization which was tacked on in the final year of a computer science degree. That seemed really odd to me then. Seems even odder now.

I'm curious to hear about your experience. In my mind, artificial intelligence can't be separated from computer science. In fact, I feel like you need a full Comp Sci degree before you can effectively apply your skills to real world AI challenges.

CMU seems to agree with that. Upthread bertjk posted:

"AI majors will receive the same solid grounding in computer science and math courses as other computer science students. In addition, they will have additional course work in AI-related subjects such as statistics and probability, computational modeling, machine learning, and symbolic computation."

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#32
post #3

Seems like the university put a decent amount of thought into the program. I wonder whose brainchild this was, and pushed for it to be its own degree? Regardless, even if a student no longer decides to pursue AI research or employment after graduation, they still have a marketable skillset for a variety of jobs.

So others can also see the thought they put into the program, here's the actual curriculum: https://www.cs.cmu.edu/bs-in-artificial-intelligence/curricu...

Thanks. I was wondering about that. Do you know, by chance, what books or notes they might use?

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#33
post #24

"AI majors will receive the same solid grounding in computer science and math courses as other computer science students. In addition, they will have additional course work in AI-related subjects such as statistics and probability, computational modeling, machine learning, and symbolic computation."

CMU Alum here (though I was ECE) - this description seems to make sense, all the 200 level courses are also CS reqs.

I was also surprised to find out they brought 15-151 (Math Foundations of Computer Science) back.

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#34
post #24

"AI majors will receive the same solid grounding in computer science and math courses as other computer science students. In addition, they will have additional course work in AI-related subjects such as statistics and probability, computational modeling, machine learning, and symbolic computation."

And it will still look less beneficial than a standard comp Sci degree unfortunately. The only good part is that the school is pretty prestigious, so not as bad. Hopefully we don't have another AI winter.

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#35

A long long time ago, I got a Bachelors degree in Logic and Computation, with a specialization in Computational Linguistics from the Humanities and Social Sciences Department at Carnegie Mellon. Seemed to be the closest thing to an "AI" degree on offer at the time, from my undergrad perspective.

As of recently, CMU had a Human-Computer Interaction track, which I know a lot of HSS students took.

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#36
Looking at the course list (https://www.cs.cmu.edu/bs-in-artificial-intelligence/curricu...), I'd struggle to believe that students are going to come out of this strong enough to be effective in AI. I never went to CMU, so I don't know how rigorous the "Modern Regression" course is for actually getting people sufficiently well-grounded in statistics to be able to overcome p-hacking and similar fallacies in analysis. I also would much like to see some sort of capstone project showing that the student can actually pull the AI together to make something complete, rather than having a merely theoretically background.

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#37

My undergraduate degree (from The University of Edinburgh) is Artificial Intelligence. I remember when I was visiting different universities in the UK back in 2000, Edinburgh was the only one I saw which offered AI as a "real" degree. Everywhere else it was a specialization which was tacked on in the final year of a computer science degree. That seemed really odd to me then. Seems even odder now.

Could be worse, if you'd gone to Reading Uni around then you could have ended up with a Cybernetics degree from the Cybernetics department :)

Holder of "Artificial Intelligence & Cybernetics" from Reading here ;)

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#39
post #29
post #16

Earlier quoted context omitted.

My only thought on that idea is that it feels like an undergrad in AI is less useful in the sense that most AI positions prefer PHD over masters, let alone undergrad.

On the other hand, I've got a friend with a film degree pulling in decent money in Houston as a solo consultant (hiring contractors as needed (like me)), going from oldschool oil EPC to oldschool healthcare data analysis firms pitching "Big Data analysis" and "AI trained data modeling." Mostly it's plugging .CSVs into google's cloud platform tools, but sometimes I get to peek at some homebrew R or python modeling stu…

But this isnt AI. This is automation.

I have done automation in python and I never thought it was AI.

Re: Carnegie Mellon Launches Undergraduate Degree in Artificial Intelligence

#40
post #28
post #15

Is CMU trying to compete with Udacity? I personally couldn’t take a degree in AI seriously.

How many jobs could you get with a Udacity certification versus an actual bachelor's degree? On that note, how many people took the AI classes at Udacity after getting an undergraduate degree at a 4-year institution?

I took the Udacity Deep Learning Nanodegree after a masters in CS. It was really fun, and I would highly recommend it.
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