This course was created with the
course builder. Create your online course today.
Start now
Create your course
with
Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Use case 4 : Bike Sharing Usage Patterns
Overview
Business case
Supporting data
Workflow overview
Requirements
Detailed Walkthrough
Get and prepare the bike stations dataset
Collect the block group id from the US Census
Load and prepare the Census dataset
Collect the trips data
Create daily bike trips data files
Create a dataset partitioned by date
Analyze the trips dataset
Create pivoted features
Discover the partitioning selector
Group the data by station (features engineering)
Join the datasets
Cluster the bike stations
Analyze the clustering model
Deploy the selected model
Add the map to the DSS Dashboard
Use new data and retrain the model
View the effects of your refreshed model
Wrap-up
Conclusion
Create daily bike trips data files
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock