Washington University - Data Science at Scale - Capstone Project
- Offered byCoursera
- Public/Government Institute
Data Science at Scale - Capstone Project at Coursera Overview
Data Science at Scale - Capstone Project
at Coursera
Duration | 6 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science at Scale - Capstone Project
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Data Science at Scale - Capstone Project at Coursera Highlights
Data Science at Scale - Capstone Project
at Coursera
- 67% got a tangible career benefit from this course.
- Earn a certificate from the University of Washington upon completion of course.
Data Science at Scale - Capstone Project at Coursera Course details
Data Science at Scale - Capstone Project
at Coursera
Skills you will learn
More about this course
- In the capstone, students will engage on a real world project requiring them to apply skills from the entire data science pipeline: preparing, organizing, and transforming data, constructing a model, and evaluating results. Through a collaboration with Coursolve, each Capstone project is associated with partner stakeholders who have a vested interest in your results and are eager to deploy them in practice. These projects will not be straightforward and the outcome is not prescribed -- you will need to tolerate ambiguity and negative results! But we believe the experience will be rewarding and will better prepare you for data science projects in practice.
Data Science at Scale - Capstone Project at Coursera Curriculum
Data Science at Scale - Capstone Project
at Coursera
Project A: Blight Fight
Get the Data
Understand the Domain
Week 2: Derive a list of buildings
Milestone: Create a list of "buildings" from a list of geo-located incidents
Week 3: Construct a training dataset
Milestone: Derive labels for each building
Week 4: Train and evaluate a simple model
Milestone: Train a Simple Model
Week 5: Feature Engineering
Milestone: Adding more features
Week 6: Final Report
Other courses offered by Coursera
– / –
3 months
Beginner
View Other 6726 Courses
Data Science at Scale - Capstone Project
at Coursera
Student Forum
Anything you would want to ask experts?