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数据课程毕业项目, 约翰霍普金斯大学

4.5
814 个评分
215 个审阅

课程信息

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....

热门审阅

创建者 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.

创建者 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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208 个审阅

创建者 Remco Bekker

Apr 24, 2019

I really enjoyed this capstone project. An opportunity to dive into yet another data science area: NLP!

创建者 Wenjing Liu

Apr 24, 2019

The final project is interesting. Text input prediction is a very flexible topic. It could be deep, or simply. I hope in the future more practical models will be introduced during the course. Now we are asked to almost solely explore by ourselves, which usually isn't the case at work, where one seldom has to research or develop something from scratch. Also I hope it will focus more on data analysis and visualization than developing an actual app. Shiny is a good tool to do interactive plotting, but still not handy enough for UI development. I believe most people will never have to develop UI in Shiny at work. Finally I'd like to thank all the instructors who designed and delivered these10 Data Science courses. I have learnt a lot from them.

创建者 Harland Hendricks

Apr 08, 2019

Great NLP intro!

创建者 Paul Ringsted

Mar 22, 2019

The project topic itself is interesting, but longer (structured as 7 weeks); not much guidance until you find the right threads from mentors in the discussion forum from a few years ago or repeatedly google stackoverflow; it is much more technical than the rest of the course; and doesn't really use much of what was learned during the meat of the specialization's statistics/regression/ML courses, other than data science principles and tools (though new R libraries were needed). These issues aside, the project was an interesting challenge to complete nonetheless. Overall this specialization is now a few years old, and the plethora of 4 and 5 star reviews across all courses seem generous and out-dated. Materials are not being updated, forums are a mess of years-old threads with not much current activity; there is a feeling of waning interest and participation. This was clearly cutting edge material and course back in 2014-6, if JH/Coursera intend to continue offering it, the material needs some refresh and reordering, tougher grading rubrics (I saw a lot of inconsistency and poor quality which met the rubric criteria, alongside great quality work), and more active involvement from lecturers and mentors (and, please fix the typos).

创建者 Mohammad Abuarar

Mar 15, 2019

This specialization was great and its capstone project was challenging and awesome.

创建者 Efejiro Ashano

Feb 23, 2019

Cool

创建者 Keidzh Sergei

Feb 17, 2019

Brilliant course, the final chapter for the data science specialization. Spent lot of time making my final project, but it wirth it. Glad that I found this specialization a year ago.

创建者 Raunak Shakya

Feb 14, 2019

a very good concluding course for those have learnt the fundamentals of Data Science.

创建者 Samuel Quiroga

Jan 21, 2019

Great way to end the specialization because it forces students to think on their own and be resourceful. It is a totally different type of analysis than on any previous course so it was a great learning experience

创建者 Prabhakar Brahmandam

Jan 15, 2019

E