I won't bash Professor Roberts because he really is a good guy. Go to his office hours if you have questions and he'll give you the help you need. It's just that the class is pretty exhausting, I wouldn't recommend taking it as an entry upper div like I did. I will concede that this will prepare you for harder classes in the future, and the course material really is interesting. Just make sure you're good at reading a lot and studying even more for the exams. The paper wasn't all that bad either, collaboration was optional. I'd take the class again, just be prepared for a real hard few months.

I thought this class would be super cool, and it was alright, but nothing special. More of an emphasis on the actual coding and computer science stuff than analyzing the results of data. It's a mix on both, but more stats than poli sci. Overall, easy class to fill that Poli Sci stats requirement, so would recommend just to get it out of the way. Easy, but tedious class.

The HW is super annoying because the assignments are so long, making it take forever. It's a flipped classroom, so you learn through the HW assignments. It's kinda figure it out on your own cause of that. Sometimes, you don't know the answer and there's nobody to teach it to you!

For lectures, Roberts goes through a Jupyter Notebook every class, which is graded. Ironically, going to lecture is the best way to be lazy, because you can just copy the Professor's work on the big screen. If you don't go to lecture, you have to figure out the questions yourself, which can be hard. So I recommend going to lecture, so that you can copy Roberts notebook and take less time to do it yourself.

TA sections were not helpful. Mine were on Zoom and nobody really cared, including my TA. Sometimes there were practice Quizzes but that was the only helpful part.

Grading: Quizzes, mostly easy are worth a good 40% of the grade. Take the practice quizzes and you'll be fine. The final was weirdly hard, considering the quizzes were easy, but I still got an A so no complaints.

I'll probably forget most of this and never use most of it again to be honest. But it was easy and doable.