3 ms·
1. Your grades aren't that important. Most important is evidence you can do research (publications or letters of rec.) 2. It is possible to consult in AI/ML, b
by argonaut 11y ago
1. Your grades aren't that important. Most important is evidence you can do research (publications or letters of rec.)
2. It is possible to consult in AI/ML, because there is so much industry demand, but you definitely can't count on it. Also, you probably won't be able to consult in your first 2 years, because you'll be busy ramping up and taking classes / passing quals / figuring out your research area. You might have a better shot at relying on internship income (you can make ~30k over the summer as a research intern for companies). But the catch in all of this is that the more consulting/interning you do, the more that will delay graduation (unless you get top tier research papers out of your internships).
3. I would get started with MOOCs and online courses on the fundamentals in whatever area you're interested in, on your own time, and after that start reading papers / implementing things / experimenting. Then some options for you:
a) you might consider approaching professors for volunteer research work (which does happen), or even paid research assistant positions (low pay, obviously).
b) you might consider applying for a top-tier master's first, with a focus on getting and doing research. This will be expensive (like $120k for two years?), however, and worsens the opportunity cost (especially because it is not guaranteed you get into a top PhD after the master's).
- samfisher83 11y agoThe average GPA for UT of accepted people is 3.84: http://www.utexas.edu/ogs//prospective/stats/pdf/GPA2015.pdf http://www.utexas.edu/ogs//prospective/stats/pdf/GPA2015.pdf UT is a pretty good CS school, but I wouldn't say a top school.
- argonaut 11y agoI said they aren't that important. Obviously, a low GPA (3.0 or less) will get you rejected unless you have mindblowing letters of rec / publications. But, tons of people have high GPAs, so a high GPA is not going to get you into a top program. Also, an average GPA, but great recommendation letters (and/or publications in top venues) will get you into a top program. Interpolate as you will for GPAs between a 3.0 and 3.5. Also the kind of person who gets papers published or gets great recs is going to be correlated with a high GPA.