The Executive Data Science Capstone, the specialization’s culminating project, is an opportunity for people who have completed all four EDS courses to apply what they've learned to a real-world scenario developed in collaboration with Zillow, a data-driven online real estate and rental marketplace, and DataCamp, a web-based platform for data science programming. Your task will be to lead a virtual data science team and make key decisions along the way to demonstrate that you have what it takes to shepherd a complex analysis project from start to finish. For the final project, you will prepare and submit a presentation, which will be evaluated and graded by your fellow capstone participants.
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課程信息
2,519 次近期查看
學生職業成果
34%
完成這些課程後已開始新的職業生涯
33%
通過此課程獲得實實在在的工作福利
14%
加薪或升職
您將獲得的技能
Data ScienceData AnalysisManagementData Management
學生職業成果
34%
完成這些課程後已開始新的職業生涯
33%
通過此課程獲得實實在在的工作福利
14%
加薪或升職
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
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完成時間大約為1 小時
建議：1 week of study, 4-6 hours
英語（English）
字幕：英語（English）, 印度尼西亞語, 西班牙語（Spanish）
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约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 2 小時
Executive Data Science Capstone
It's time to put your skills to the test managing a data science project at Zillow, a data-driven online real estate and rental marketplace. Along the way, you'll make important decisions as you lead your team through the project.
完成時間為 2 小時
1 個視頻 （總計 1 分鐘）, 5 個閱讀材料, 1 個測驗
5 個閱讀材料
Welcome to the Executive Data Science Capstone!10分鐘
Pre-Course Survey10分鐘
Instructions10分鐘
Grading10分鐘
Post-Course Survey10分鐘
審閱
來自数据科学管理毕业项目的熱門評論
由 PK 提供Oct 21, 2019
The Executive Data Science Capstone was so much fun, while I was doing it I was really feeling like I am a data manager and managing the data science team in real life. So interesting it was.
由 HL 提供Aug 15, 2017
What a great way to mimic real world decisions! This was a great experience and would highly recommend to others based on the practicality and applied situational thinking requirements.
由 BH 提供Aug 27, 2018
Excellent use of live case study. The content was challenging and was an excellent review of the course material. Thanks for putting a great exec data science course together.
由 DM 提供Apr 3, 2016
Maybe I'm biased, since this is my first completed specialization... but this is the kind of course-structure and capstone that I would enjoy doing for any and every subject!!
由 AC 提供Mar 1, 2017
the interaction with DataCamp is awesome!! love the data science capstone, I even felt under pressure from time to time, like if I was managing a data science team for real!!
由 DP 提供Jan 25, 2017
Probably the best online class I've ever done! Loved the simulation and how it went beyond things we learnt in class and required making several context-specific decisions.
由 KS 提供May 30, 2017
Beautifully organized project that gives one a(n) (almost) first hand idea about how managing a data science team and then presenting a final result might look like.
由 KP 提供Apr 28, 2019
It would really be great if it would have been clear that the other parts of\n\nExecutive Data Science from Johns Hopkins University\n\nshould be completed upfront.
由 BS 提供Oct 13, 2017
This was probably the best way to end the specialization, very practical and forces you to think about the consequences of decisions and actions taken. Well done!
由 MD 提供Feb 2, 2019
I liked the format of the Capstone a lot. However, it could have been made a bit more challenging and exploratory by having more possible paths in the story.
由 FH 提供Aug 26, 2018
The capstone tests your decision-making skills but ought to be a bit more challenging. Also, the 3 presentations the learner must assess have a few typos.
由 DL 提供Jan 23, 2019
The capstone course is different from other courses as it allows the learner to be act like a data manager and applies what he learnt from the courses.
關於 数据科学管理 專項課程
Assemble the right team, ask the right questions, and avoid the mistakes that derail data science projects.
In four intensive courses, you will learn what you need to know to begin assembling and leading a data science enterprise, even if you have never worked in data science before. You’ll get a crash course in data science so that you’ll be conversant in the field and understand your role as a leader. You’ll also learn how to recruit, assemble, evaluate, and develop a team with complementary skill sets and roles. You’ll learn the structure of the data science pipeline, the goals of each stage, and how to keep your team on target throughout. Finally, you’ll learn some down-to-earth practical skills that will help you overcome the common challenges that frequently derail data science projects.
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