this was very useful and well prepared course. Thanks a lot

Practice makes perfect, and this course is truly practical

T​his course has elevated my python data analysis skills

Fantastic and Practical, very useful and handy.

Great content and stimulating assessments

Very very nice course for beginners.

it helps me improve a lot!!!

C​rystal clear for begineers

nice hands on course

really great course

amazing content,

well organized.

On one hand this is a really good course and the slides are excellent and enough to teach you all you will need to know. However, the assignments are not always clear about what you should do and you may find that having the right columns in the wrong order is enough to mark you wrong. This being said, if you look at the output from the errors it will give you an indication of exactly why the test failed and what the test was actually looking for.

I learned a lot in this course. I enjoyed the homework/assessments. I do wish the assessment questions were worded a little more clearly for those of us who overthink. I found that my mistakes were often in misunderstanding what was wanted.

I found a lot of answers combing the discussion forums, but I also did a lot of outside research. YouTube helped a lot to get pandas down. Overall, I feel like it was well worth the time and effort.

It was a good class. The assignments are fairly straightforward and the videos are bite-sized so you don't have to sift through hours upon hours of video. As for improvement, I think it's more an issue with Coursera itself rather than the instructor or UPenn, but I sometimes feel like it's hard to know how much I've retained from the class.

I'd like for this to be a little more in-depth. I had fun with the data visualisations. However, probably more of manipulating the data would be good.

Very informative course. However lessons feel more like telling than teaching. The lecturer could go more in depth.

Videos touching same theme were too short (26 sec, 1 min, etc.) and disruptive. Wish there could be more practices.

course is overall good but face some problem in understanding of homework questions, proper explanation is needed

The issure of learning the difference between dataframe and series needs to be a bit more clear in my opinion.

it would be better if sections were covered more of panda and matplotlib and even seaborn

the data summarization part was rushed through, apart from it, the course is very good

Great Course! Would have liked to go even more in depth

Very good introduction to data analysis using python

Short but very informative course. I like it!