This class was extremely hard, and the concepts are very difficult to grasp. Bennoun is a good professor and makes the lectures engaging, but because of the material we were learning, people were often confused and felt the class was unnecessarily hard at times. Unfortunately, there is also coding in this class.

I absolutely adore Bennoun. He's a very kind man, and not too bad to look at either. Very good teacher, obviously cares about his students. If you listen to what comes out of his mouth you will do very well.

Bennoun was a great prof. By using slide decks and paying full attention in class I felt like I had a good grasp on the content. Just make sure to really spam the practice tests he gives you, as while questions may be different, it clearly shows you what content you need to be proficient in. People may try to scare you, but if you come well prepared it will be fine. Class is not easy, but definitely manageable.

I liked Bennoun's lecture style as I felt like it was more straightforward and explained things clearly at least for me. I will say going to lectures does help a lot, but if you do miss a few they are recorded and a low-ish percentage of your grade. I honestly thought the midterm was okay, but general consensus was that it was terrible. It was basically all application questions, so it really was a test of understanding the concepts over being able to memorize the process, but the final was a lot more straightforward. The labs are chill, just have to dedicate time to do them but I normally finished in section if not early. This class is a more conceptual and application as opposed to the math classes I think most of us are used to taking.

This class was terrible. If you can take any other math series, do that instead. Throughout the course, I went to office hours 1-2 times per week, went through all my homework, did all the practice midterms and finals they gave as well as past ones students gave me, went on Zoom review and in-person sessions, and still failed to do well in this class. I felt like I was understanding the content, did well on the practice tests, but when I got to the tests, they were nothing like the past content we did and were very conceptual. Bennoun is willing to help if you go to the office hours, but they are always so busy, so get there early. The labs were also stupid, but if you have a good group of people to work on it with, you are good.

Class is very conceptual-heavy and not so much math-heavy. Bennoun is a good lecturer who posts his own annotated slides after class. The coding labs are a breeze if you get a good TA, if not then just attend office hours. Overall, this class certainly requires effort but the homework and tests are manageable.

Bennoun is the goat for this class. Sure, his midterms are actual hell and I definitely got the shock of my life because it was my first midterm ever, but going over lecture slides and using the textbook as a resource really helps!! Scored well on the final and pulled off an A-. For F25, grading was done using one of two schemes, they automatically use the scheme that gives you the highest grade.

At a glance, this class seems "easier" than your typical calculus course due to it being more concept heavy. Many call it "fake math." If computing calculus is not your strong suit, but understanding concepts and the "why" behind calculations rather than the "how," then this course is for you. Do not be intimidated by the math itself, or the coding aspects. I'd say these are one of the easiest parts of the class.

During lectures, Prof Bennoun may seem intimidating because he lowkey judges you if you get the answer wrong in his participation questions. However, that shouldn't deter you. Go to his office hours: he's patient and will explain and go through the problems with you step by step to ensure your understanding. He's a great guy and has a bit of an accent, but is still understandable.

MIDTERM and FINAL
The midterm will catch you off guard if you are unprepared. Some students say the final is easier than the midterm, but in my opinion, the difficulty is relatively the same. Prof Bennoun will give you practice exams and the TAs will provide review sessions; however you should not solely rely on them. There are two grading schemes: one that accounts for both your midterm and final, or one that only uses your final grade.

TIPS to SUCCEED
- ATTEND OFFICE HOURS 2+ TIMES A WEEK: Whether it be for homework or general questions, use these hours to your advantage to ensure you fully understand the concepts
- GO THROUGH EACH LECTURE AGAIN: Especially when studying for exams, the lectures and clicker questions are a great resource for understanding the concepts visually
- ASK QUESTIONS DURING LAB: Your TAs are a great resource for understanding topics especially if office hours are full.
- REDO HOMEWORK: Don't just memorize answers--understand the processes of solving them
- SKIM/READ TEXTBOOK: The textbook goes more in depth about concepts and has some practice problems you can do

SUMMARY
Getting an A in this class is possible if you prepare ahead of time and fully understand the concepts. Take advantage of the resources you have and you will succeed. Good luck to everyone taking this course!

As long as you do all the homework assignments and labs with effort then you should pass this class. If you didn't take calculus in high school, you'll probably have a rough time with the calculus aspects of this class. I didn't take calc and there wasn't a lot of time put into learning derivatives, so I had to put a lot of effort into learning what they were and studying them. Definitely reach out to the people that have taken calc for help in that portion. Bennoun is chill and can be pretty funny at times, I would totally have liked to have him for 30B if his class worked with my schedule. Just show up to class, put in effort for your work, and you'll pass the class.

This class was really something. I think the material is interesting surprisingly, but it is not at all similar to a classic calculus class. Bennoun definitely explained well and was a good lecturer, but he could come off as a little bit condescending when answering questions.
This class is inevitable as a pre-med or life science major, so just prepare for it as best as you can, it's definitely bad but not impossible.
The workload is very easy with the labs that you can usually finish in lab time (although they are horrible), and the once-a-week homework. Don't mess up submitting the homework, those were almost the only times I lost points.
But because of this and how niche this class is all you can really study with are the practice midterms and finals. Those are very helpful but often not definitive as to what the exam will be like. Our midterm was so hard that one of the questions the TA couldn't even solve. I studied for 30 hours for the final and got an 80%, which was lucky compared to what I heard from some. I was fully expecting to have a B in this class, but the 30A instructors curved final grades surprisingly. I know a lot of people whose GPAs were done dirty by this class. Go to office hours and be prepared to really investigate these niche math topics.
Textbook is absolutely not needed.