DataRobot Enterprise AI Platform: House Listings Demo

cancel
Showing results for 
Search instead for 
Did you mean: 


DataRobot Enterprise AI Platform: House Listings Demo

This demo showcases the end-to-end capabilities in the DataRobot Enterprise AI Platform. Using the Utah house price listings dataset, we demo how to predict property prices using a combination of diverse feature types, including numeric, categorical, raw text, images, and geospatial data.

During this demo, we go from raw data to value. To start, we use DataRobot Paxata to prepare the data. Then we use DataRobot Automated Machine Learning with Visual and Location AI to select, train, and test a variety of models to find the most accurate. Using DataRobot MLOps, we deploy the model and easily monitor it in production; once it starts to degrade, we simply hot-swap it for a new challenger model.

Finally, we demonstrate how DataRobot's Use Case Value Tracker enables you to track the value of your predictions so that you can understand the full ROI of your AI initiative. Throughout the demo, you learn how DataRobot's platform provides governance, explainability, and trusted AI for every step of the journey.

If you have any questions or comments about what we've shown here, click Comment and let us know!

Comments
ishansaurav
Computer Board

. Great Demo. Where can i get this Utah House listing data set ? I remember doing this in Visual AI class but that I don't have data/experiment to prepare a demo for showcasing this functionalities to clients. 

RichardT
DataRobot Employee
DataRobot Employee

Hi @ishansaurav, Unfortunately, we are not allowed to publicly share that dataset outside of the classroom. You can finds tons of other great computer vision datasets at locations like Kaggle or https://visualdata.io/discovery.

I hope this helps!

Version history
Last update:
‎11-11-2020 02:41 PM
Updated by:
Contributors