Johns Hopkins University

Data Science Capstone

This course is part of multiple programs.

Taught in English

Some content may not be translated

Jeff Leek, PhD
Roger D. Peng, PhD
Brian Caffo, PhD

Instructors: Jeff Leek, PhD

36,443 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.5

(1,224 reviews)

|

95%

5 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Create a useful data product for the public

  • Apply your exploratory data analysis skills

  • Build an efficient and accurate prediction model

  • Produce a presentation deck to showcase your findings

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

3 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.5

(1,224 reviews)

|

95%

5 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 7 modules in this course

This week, we introduce the project so you can get a clear grip on the problem at hand and begin working with the dataset.

What's included

7 videos6 readings1 quiz

This week, we move on to the next tasks, exploratory data analysis and modeling. You'll also submit your milestone report and review submissions from your classmates.

What's included

2 videos2 readings1 peer review

This week, you'll build and evaluate your prediction model. The goal is to make your model efficient and accurate.

What's included

1 video1 reading1 quiz

This week's goal is to improve the predictive accuracy while reducing computational runtime and model complexity.

What's included

1 video1 reading1 quiz

This week, you'll work on developing the first component of your final project, your data product.

What's included

1 video1 reading

This week, you'll work on developing the second component of your final project, a slide deck to accompany your data product.

What's included

1 video1 reading

This week, you'll submit your final project and review the work of your classmates.

What's included

1 video1 peer review

Instructors

Instructor ratings
4.5 (105 ratings)
Jeff Leek, PhD
Johns Hopkins University
32 Courses1,615,538 learners
Roger D. Peng, PhD
Johns Hopkins University
37 Courses1,567,507 learners
Brian Caffo, PhD
Johns Hopkins University
30 Courses1,592,632 learners

Offered by

Recommended if you're interested in Data Analysis

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 1224

4.5

1,224 reviews

  • 5 stars

    69.52%

  • 4 stars

    20.91%

  • 3 stars

    5.14%

  • 2 stars

    2.36%

  • 1 star

    2.04%

JS
5

Reviewed on Jan 2, 2017

VS
5

Reviewed on Aug 30, 2020

JP
5

Reviewed on Oct 11, 2016

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions