Predictobot
Predictive Modeling Made Easy
Craig Schmidt
PyData Boston 2013
craig@predictobot.com
www.predictobot.com
@predictobot
slid.es/predictobot/pydata
Outline
- Predictobot
- Python Architecture
- What Machine Learning Algorithm?
Goal:
Predictive modeling for everyone
-
Non-programmers, with no Machine Learning knowlege
- Business people competent at Excel
- For spreadsheet scale data
What can you do?
- Make future predictions in a spreadsheet
- Interact with the model, to see which attributes are the most important.
- Make interactive predictions
Results
Change prediction column...
Results
One more credit scoring model...
Results
optdigits: Zip Code Digits
3823 examples,
32x32=1024 bits
Final Results
Status
- Sign up now at www.predictobot.com
- Free beta starting around end of August
- Please tell your friends!
Using PiCloud:
Decouple website and Modeling
- Millisecond billing
- free parallelism
- Environments
- RESTful interface
Modeling Code
Django Code
What Machine Learning Algorithm?
What Machine Learning Algorithm?
