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學生對 约翰霍普金斯大学 提供的 数据课程毕业项目 的評價和反饋

4.5
924 個評分
245 個審閱

課程概述

The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners....

熱門審閱

NT

Mar 05, 2018

Capstone did provide a true test of Data Analytics skills. Its like a being left alone in a jungle to survive for a month. Either you succumb to nature or come out alive with a smile and confidence.

SS

Mar 29, 2017

Wow i finally managed to finish the specialization!! definitely learned a lot and also found out difficulties in building predictors by trying to balancing speed, accuracy and memory constraints!!!

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176 - 数据课程毕业项目 的 200 個評論(共 235 個)

創建者 Tiberiu D O

Sep 22, 2017

Interesting assignment!

創建者 Sabawoon S

Nov 25, 2017

Excellent course.

創建者 xuanru s

Jun 20, 2017

Very challenge work. new topic. The only issue is if there is any videos that could guide us would be better.

創建者 Artem V

Sep 14, 2017

Nice balance of focused and open-ended

創建者 Angela W

Apr 17, 2018

Overall, I was semi-satisfied with the capstone project:

On the negative side, my foremost issue is that the project has very little to do with what we learned in the nine courses before. I get that you will always see new data formats as a data scientist, but having the whole course cover numeric data and then having the final project be on text data where you can't apply what you learned seems sub-optimal. Also, to me it seemed that the accuracy increased mostly with how much data you train your algorithms on, and not so much how you design your algorithm. My second issue is that the class only starts every two months, and the assignments are blocked before the session starts so you can't see them if you're trying to get a head start. What happened to everyone learning at their own pace? I have a lot to do and had to switch sessions at least once for most classes, and this class was really stressful for me because I didn't want to move my completion back by two months. Lastly, I really hate RPresenter and that the instructors force us to use it, but maybe that's just me.

On the positive side, I did learn a lot: The basics of text prediction, how to do parallel programming in R and how to set up an RStudio instance on AWS (the latter two are not very hard, I recommend them to anyone struggling with gigantic runtimes, as long as you're willing to invest like $40 or so for the computing power). I liked that the guidelines were very broad, so there was a lot of room for creativity. I also finally found out how to make an pretty(-ish) presentation in R, though I would always choose Powerpoint in real life.

I really enjoyed the series as a whole and learned a great deal.

創建者 Robert C

Aug 03, 2018

I wish that either there were a choice of capstone projects, or that there were a more numerical component to the analysis than such a pure text based assignment.

創建者 Josh M

Oct 12, 2016

Good scenario and a good learning opportunity. I don't think the quizzes related well to the problem we were trying to solve and introduced a red herring, however. Predicting the next best word is not the same as predicting the relative probability of 4 words where one is the "right answer" but not necessarily the best prediction of a text prediction algorithm.

創建者 Marcus S

Sep 20, 2016

A good & fun idea to implement. Would have prefered implementing my own idea though.

創建者 Sandeep A

Sep 13, 2017

Very good Course as a beginner course for Data science , you will learn a lot of stuff and the capstone is a very good starter for Natural Language processing

創建者 Gary B

Sep 15, 2017

tough capstone and took a lot of time

創建者 Robert W S

Mar 19, 2017

Although this project is very open-ended with little guidance, it definitely requires the "full-stack" of data science to complete.

創建者 Yew C C

Jul 20, 2016

Good and interesting project.

創建者 Emi H

Jun 22, 2017

Good project. Got me to think outside the box and really challenge myself.

創建者 Juan M

Jun 08, 2016

This is a great capstone project. It requires the student to really have an understanding of the concepts learned throughout the specialization and apply them to build a prediction app. There is very little guidance asides from the discussion forum which could be discouraging at first. Otherwise I would've rated it 5 stars.

創建者 Wesley E

Aug 11, 2016

Overall a good course that makes you learn a lot on your own (unlike the rest of the series). Maybe a bit too much self learning. However, if you can complete it does give you a lot of learning especially in some text analysis which hasn't been covered before.

創建者 Yong-Meng G

Jun 20, 2017

The capstone will be much easier if participants have hands-on experience and understanding of how R works. For those who have managed to overcome the steep learning curve, the reward from the learning experience is well worth it.

創建者 Yoga A Y

Oct 11, 2016

The Capstone Project makes you summarizes what you have learnt so far and take it to the next level, natural language processing . Besides, the ability to create a working app is a reward by itself.

It is challenging and interesting at the same time.

創建者 Greig R

Mar 16, 2018

A tricky end to the specialisation - but quite a lot of fun.

創建者 shashank s

Sep 16, 2017

It was a challenging project and really pushes you to learn and manage on your own. It also pushes you to build and end to end product within time and memory constraints. Learned a lot during this project!!

Thanks!!

創建者 Chonlatit P

Jun 27, 2019

Project is good for practice what you've learnt

創建者 Neeraj A

Sep 08, 2019

Feeling proud after completing all the courses under Data Science Specialization. This was not an easy task to complete especially if you are not familiar with the Statistics. Requires continuous dedication and motivation to follow and complete. Course is well designed and cover most of the topics. Its just stats part can be enhanced further to cover some basic aspects. Thanks for all the support

創建者 Zaman F

Aug 24, 2017

Most of the courses were very well tought and contained useful material.

Thanks to all three instructors

創建者 Humberto R

Apr 09, 2018

Very instructive, since it presents you with a real world problem, that you need to solve by yourself, in all of its complexity.

創建者 Murray S

Oct 09, 2016

Good test of what we learned in the courses.

創建者 Michal S

Mar 03, 2018

The course project was very interesting. It can be challenging if you want to do it properly or easy if you just want to pass. I tried to do it properly for which I had to repeat the course 3 times, but in the end it was good - I think I learned a lot.