Silicon Search

Get in on the ground floor

Transcript

1. Silicon Search Kate Kutchko Insight Data Fellow
2. Where to relocate? • Tech jobs? • Low rent? • High diversity?
3. Where to relocate? SOLUTION: siliconsearch.site
4. Implementation Semi-supervised learning problem Label propagation for tech cities Distance matrix City characteristics Query MySQL table
5. We know what cities have tech jobs Label cities based on threshold derived from skewed distribution
6. We know what cities have tech jobs Label cities based on threshold derived from skewed distribution
7. Implementation Semi-supervised learning problem Label propagation for tech cities Distance matrix City characteristics Query MySQL table
8. Implementation Semi-supervised learning problem Label propagation for tech cities Distance matrix City characteristics Query MySQL table
9. Implementation Semi-supervised learning problem Label propagation for tech cities Distance matrix City characteristics Query MySQL table
10. Lincoln, NE as a future tech hub?!
11. Lincoln, NE as a future tech hub?!
12. Silicon Search • Predicts future tech hubs • Suggests new locations based on custom preferences • Provides information about each city
13. Kate Kutchko, PhD Bioinformatics