Run an ML + OR decision flow with a scenario test in Nextmv

Deploy and run a Statsmodels ML regressor, Gurobipy price avocado optimizer, and end-to-end decision workflow on Nextmv via a Jupyter Notebook on Google Colab. Plus, visualize results using Plotly and perform a scenario test to determine relationship between price and profit. See step-by-step instructions in this blog walkthrough as well.

00:44  |  Challenges in optimization projects

05:16  |  What is DecisionOps?

06:55  |  What is Nextmv?

09:51  |  What are decision workflows?

11:37  |  Intro to ML + OR workflow

18:01  |  Exercise: Push and run decision apps and workflow

47:55  |  Exercise: Run scenario test

52:21  |  Recap and what just happened?

52:54  |  Closing on optimization standardization and accessibility

Presented by
VP of Decision Engineering