Model Deployment & ML Ops
Put Powerful Models into Operation
SOLUTION TOPICS
- Operationalize Models
- Monitor Model Performance
- Model Governance
Monitor Model Performance
Once a model is deployed, monitoring for drift and stability metrics is critical to ensure success. Minitab provides easy-to-interpret model performance monitoring, along with additional information like model uptime, response time and deployment status. Real-time alerts let you know when changes occur so you can re-evaluate the utility of your model.
Easy-to-use and powerful Model Deployment Platform
Successful machine learning projects are:
- Properly scoped
- House all their data in one place
- Thinking about model deployment in the planning phase
Did you know Minitab provides support throughout all aspects of the model development and deployment life cycle? Whether you are looking for an end-to-end solution, or just need help getting models deployed, Minitab can help teams plan, execute, and deliver successful and reproducible machine learning projects.
Minitab’s integrated approach, software, and services have been enabling organizations across the globe to make better decisions for more than 50 years. From ideation to execution, our solutions drive business excellence and deliver quality results. Our customer success team loves helping organizations get the maximum value from our solutions. We’d love to talk to you about how we can help!
DID YOU KNOW?
CART® (Classification and Regression Trees), TreeNet®(gradient boosting), Random Forests®, and MARS ®, some of the most popular machine learning methods in the world, are owned and only available through Minitab’s solutions.
OUR CUSTOMERS
“[Minitab] is an exceptionally good tool for making predictions … [Minitab] is absolutely the top-of-the-line of powerful, easy to use, flexible, reliable, data mining software. It is the standard that pretty much everyone is always comparing to and against. I have brought it into multiple companies and everywhere it has been readily adopted by both the advanced predictive modelers as well as by the skilled business analysts.”
Bill K
Financial Services
OUR CUSTOMERS
“We struggled to operationalize a predictive model on the factory floor that could help us identify potentially defective product. Minitab Model Ops allowed us to use our regression model and get predictions right from the floor, and now we can see when to take action.”
Process Quality Engineer, Chemical Company