Course is introductory and helpful. The staff should provide all the jupyter notebook code examples and provide better instruction for assignments.

Course is good but doesn't cover the whole lot of topics. the instructor is very good and clear. I expected to learn more advanced topics though.

I believe that assignments are away harder than the material of the course. The instructor should more get involved in the codes when he teaches.

This is a very fantastic fundamental Natural Language Processing Tutorial, It was nice, awesome and I wish to learn more with Michigan Online.

The assignments are challenging, but they represent the complexity of real life Data Science problems and are therefore highly rewarding.

Overall this is well done course, but the autograder for week 2 needs a lot of work. It was buggy, broken and gave uninformative answers.

Awesome course..It is a good start for NLP. Comprehensively covers all topics. The Autograder for the programming assignment needs

Interesting but need much individual extra workload to properly implement at work because of the complexity of the topic itself.

The module 4 could have more hours. The key concepts are passed too fast and doesn't have a notebook with the classes content.

Content-wise course is okey. But all the students faced issues during the assignment submissions because of the auto grader.

Great course, didn't expect to get so much value out of it. Sometimes the instructions in the assignments are unlear though.

Had a little difficulty with the codes.

You would have run the code while teaching other wise very useful course. thank you.

Very good course. A little bit heavy on in-built functions which hides what is happening underneath, but overall very good.

Good course, explanation was not as detailed as previous courses of this specialization but. A lot can be learned from it.

The most difficult one in this set of courses so far. It took time to understand the questions and figuring out solutions.

Good course but it mainly glosses over several important topics such as LDA, which could have been devoted mote time to.

What an improvement from the previous few courses. The instructor teaches much better. I could mine text in my sleep now

Quite infomative but it was a bit too hard on terms in 3rd and 4th weeks for me since english is not my native language

One of the best courses on NLP. More practical examples should be included and more detailing of the topics is required

Great course, but expect to spend a lot of time on the assignments because of errors/bugs in the questions/autograder.

Very much liked the course, although I would have welcomed more details/explanations for the last chapters of week 4.

Good course. Most part of the learning comes from personal work on the assignments (time vastly underestimated)

Some of the assignments are difficult to follow. Requires taking a lots of help from the discussion forums.

Good course, but it doesn't have the same style of teaching as the previous modules, anyways, it's useful!

The last week is too superficial. There need to be more effort put there for complete study experience.