01 Roadmap for examples

This Roadmap will be properly defined and detailed in the upcoming weeks.

Possible problems/solutions to cover for the samples are topics like the following:

Regressions:

• Demand forecast for products or services
• Energy consumption estimation
• Predictive maintenance (estimated RUL)
• Customer Lifetime Value
• Predictive students performance

Classifications:

• Customers Churn
• Propensity buyer models
• Customer Relationship model

Recommendations (When Task available in ML.NET):

• Retail (Products recommendations)
• Next Best Action (Financial)

As mentioned, the cases above are still just possible examples still to be properly defined.