Analytics workflow
Preferred learners
- Anywhere
- Academic experience
Categories
Skills
Project scope
- What is the main goal for this project?
-
Regulated companies require oversight on modelling activities. Models (scorecard, predictive, ML, AI) progressing from development to production need to be vetted and approved by different departments at different stages. Each department will have to certify that certain criteria are met. A platform for model performance and comparison reporting will need to be part of this application.
At each workflow step questions need to be presented and answers collected (questions may be developed dynamically and stored in a database for individual deployments). Some kind of source code control would be used to ensure that the model documents are protected and some kind of integrity is preserved.
- What is the main goal for this project?
-
Regulated companies require oversight on modelling activities. Models (scorecard, predictive, ML, AI) progressing from development to production need to be vetted and approved by different departments at different stages. Each department will have to certify that certain criteria are met. A platform for model performance and comparison reporting will need to be part of this application.
At each workflow step questions need to be presented and answers collected (questions may be developed dynamically and stored in a database for individual deployments). Some kind of source code control would be used to ensure that the model documents are protected and some kind of integrity is preserved.
- What tasks will learners need to complete to achieve the project goal?
-
No deliverables exist for this project.
About the company
- www.insparkanalytics.com
- 2 - 10 employees
- It & computing
InSpark Analytics is a data and analytics management consulting company, founded in 2017. We provide strategic and tactical consulting service to companies in a myriad of industries. From data and analytics strategy development through to project implementations and post-deployment support, our consultants deliver superlative value to our clients.