How to Learn AI
March 17, 2025
Article
This course is part of Executive Data Science Specialization
Instructors: Jeff Leek, PhD
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Apply your learning to a real-world scenario
Lead a virtual data science team
Manage a complex analysis project from start to finish
Prepare and submit a final presentation
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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.
Course cover image by Luckey_sun. Creative Commons BY-SA https://flic.kr/p/bx1jvU
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.
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We asked all learners to give feedback on our instructors based on the quality of their teaching style.
Instructor ratings
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
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.
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Reviewed on Aug 9, 2020
The last project that is capstone project is what overall this course was. It was fun and guided every decision that you make just like in real life project
Reviewed on Dec 26, 2020
Great course to have an holistic view on the data science elements, including some technical background, project phases/ questions and building a data team.
Reviewed on 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.
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