Very well prepared course, good quality video and audio too (some of the older courses have crappy audio)... this class gives you enough information to allow you to research and attack new problems on your own

The homework was challenging. Sometimes the question didn't seem quite clear. But the forums were a HUGH help - lots of great hints and some partial solutions that let you know if you're on the right track.

Excellent course, challenging assignments, the lectures go through material quickly, but they're efficient. This course requires a lot of external research, which is good in my opinion because it's realistic.

the course is been really helpful to learn several python libraries like pandas,numpy,scipy etc that are widely used in data science so far hence the overall course was really awesome. Thank you Coursera. :)

It was seriously an awesome experience, I got to learn about so many new concepts and with a bit more of practice, I feel a lot more confident. I can't thank enough to Coursera, and I'll be grateful forever.

The course is overall good but it's in a fast pace and the instructor is teaching very fast. However, the well designed assignments made it possible to perceive all the necessary materials you need to learn.

it's huge help to learn about data science in python,everything in this course is knowledgeable,i get to know about lots of thing about Data science and python which help to increase my knowledge .Thank you

This is a new user friendly course. I learnt the skills needed to fulfill basic data manipulating project from almost zero and felt a great sense of achievement when I eventually finished the final project.

I really like this course, it is a good kick off to learn and practice Pandas. The assignments are more difficult than the avg assignment in coursera courses which I think made this course more productive.

The assignments are very well considered, ensuring the student must apply everything that that is taught within the course to their solution; engendering a genuine sense of accomplishment - once completed.

One of the best online courses I have taken. The assignments were a true test of grit and resolve and I felt that Data Science was not meant for me as some point but Kudos to the community for being there.

It's a very good course. I had few issues only understanding some concepts which I'm not familiar with, mainly stats concepts. This course for opened the way to continue studding much more in data science.

It was very interesting introductory course to Data Science with Python. It helped me learn about the Data Scientist profession and what it would entail to transition into this field within the workforce.

The assignments are great, but many needed knowledge is not covered in the lectures. I believe this is by design and recommend re-balancing the lectures by covering more needed skills to solve assignments.

This course is great but you have to be a good self learner and explorer as it is very difficult to catch up with the speed of the course. The content they tell is not enough but is great for a self start.

The course was taught excellently. I do however will recommend that from week 2, there should be more pop-ups for question-answers like we had in week 1 to help us keep up with what is being shown/taught.

it's a little bit daunting class even though I finished Python3 Specialization. However, it's extremely helpful if you want to build solid knowledge and skills needed for the real world jobs. Great class!

Great course if you are already familiar with Python but never used Pandas and never worked in proper big data - data science fields. Definitely recommended if you want to see how data science looks like.

It is not easy for me to complete this course but I learned A LOT! It is truly beneficial if you don't give up. Yes you need to search a lot of python skills online to complete the programming assignment.

Very good course. The assignments were actually hard to do for a beginning level like me, but through this I have learnt too much knowledge and know how to apply these knowledge into real world problems.

Great teaching material. Interesting exercises. Very good teachers, it was a pleasure to watch and listen them. The automatic feedback after the assignment checking helped me to correct and submit again.

I am quite unsure of where to send a mail to express my gratitude for the scholarship. As such, I guess this may be a good venue for it. Thank you for the scholarship Coursera and University of Michigan.

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introduction to data processing in Python, looking forward to the next course in the specialization.

Great course. Heavy on Python so if you're like me and are rather new to Python, there is a bit of a learning curve. But, the resources are great and I feel very confident with my python/pandas skills.

It was a challenging, time-consuming and difficult course, but the course itself did help me understand a lot about pandas library in python. It would better if the course can extend into 5-week course.