One of the best courses in Coursera. Hardly do I see a course that give clear instruction, with a runstone environment that allows me to directly practice after learning. Most of the courses I have learnt are quite boring with a lot of theories. This course just stands out !!!

This was a really excellent course. Every module gives nice experienced. The functional project at the end helped me understand how recommendation systems work and its very useful for me. Thanks to team and university for such a platform which is very effective for everyone.

The course provides a deep understanding of nested dictionary and list in python, Week 3 was especially helpful where the actual use of these data structures is explained when using REST API to extract data in JSON format. The exercises are challenging and fun to solve.

This course taught me a great deal of Python especially fundamental concepts of implementing APIs without having to actually apply a real API key. I found the course project challenging enough such that I spent lots of times and learnt a lot from it. Great course

Very nice introductions to json and nested data.This course gives us understanding of API and how useful they can be.The exercises and last assessment of week 3 requires to assembling everything you have learned . I strongly recommend to do this course.

The final project was a great idea with a horrible implementation. The browser does not support everything and the output window is really really small. Debugging the code without using another full interpreter is almost impossible. Please fix this.

T​hank you to all the instructors, and my special thanks to Prof. Paul Rasnick for his enjoyable lectures on video. The topics covered in the course can be quite strenuous at some point. But I persevered thanks to his excellent teaching skills.

This is a great course. Paul Resnick does a great job explaining things clearly. The Runestone Environment offers many, many opportunities to practice coding in Python--just what a student needs. Thank you for making and offering this course!

I like this! It was a lot of hands on stuff, which really helped me familiarize myself with the material. I was previous really scared of APIs but now I am less so, which helps me at my job. BTW I love Paul Resnick, he's an excellent teacher.

Exception course and ample opportunities to practice and test skills. The only suggestion I have is to make the course follow python environment and not have functions that only work in the course but not outside in the real world

I learned something new to me that is importing data from the rest APIs. Thank you. It seemed to be very daunting tasks. I hope that I get to see more complex programming tasks and get a chance to go into deeper depths. Thank you!

Excellent course material giving in-depth understanding of each concept.Projects are the best part of this course. It has now started to get real as we implement the concept to build projects. Thanks for the excellent instructors.

I am very grateful for such well planned and detailed materials, and a super intuitive platform for newbies like me to poke around and getting familiar with the python environment. Definitely an amazing course for beginners.

I really like the fact that this course offers written chapters along with the videos. As someone who sometimes struggles with concentrating while watching videos it's very useful. Plus, everything is explained very clearly.

Being a mechanical engineer, it is hard to get a grasp on IT-related things. I consider myself lucky to have found this course through Coursera. I wish the content creators the best of luck in their future course endeavors.

The course gets tougher at the end, but it is a very rewarding experience. I highly recommend anyone who's willing to take this specialization to follow the course order because it will be easier to follow through that way.

Excellent course for a rather challenging subject, like nested data structures and APIs. Absolutely recommended for beginners and even for experienced programmers, there is always something more to learn from this course!

Really liked the course structure and assignments. Only small request would be if we could at least do the final assignment in a real Python environment as code debugging is slightly tedious in the Runestone environment.

One of the best python courses to understand lists, dictionaries and json structures using nested iterations, lists comprehensions and sorting. It also introduces the concepts of REST and APIs to work with web services.

I don't think i need to do any other python course on data collection and processing, APIs and stuff; after doing this course. The specialization is so interesting and innovative. I wish to do it once more. Haha

A​mazing course - Highly recommended. It feels very satisfying when all the code in the last project (which is somewhat challenging - comparing with the previous courses in this especialization) finally runs!

This was great course. Instructions are very clear. Reading materials are available to practice and better understanding. And also very interactive discussion forums to answer the question about assignments.

Nice. Last task was really hard. I haven't used my brain like that in a lot of time; and I am a University student. I recommend this course even before the python for everybody specialization 3rd course.

very good, very intuitive course material.

however doing something in full python environment within the course would have been even better.

thank you professors and all others from UMich and coursera

Very interesting and fine course, in this course I learn how to solve Nested data and new a new thing i.e REST API which seems best in course 3 now I am excited about course 4. Thanking you Michigan