Log in
Choose your language

Predictive Modeling Course

Predictive Modeling Course
flexible workload from 4 to 360h
valid certificate in your country

What will I learn?

This Predictive Modelling Course provides a practical, complete workflow for accurate spend forecasting using customer-month data. You will set clear prediction goals, avoid data leakage, conduct detailed exploratory analysis, create strong time-based and behaviour features, and choose, train, and validate linear and tree-based models using time-sensitive splits, business-oriented metrics, and clear, ready-to-deploy results for marketing choices.

Elevify advantages

Develop skills

  • Data preparation for spend prediction: clean, encode, and create high-value features.
  • Strong model training: select, adjust, and combine linear and tree-based models.
  • Time-sensitive validation: plan splits that prevent leakage, cross-validation, and stability tests.
  • Error and ROI assessment: connect MAE, lift, and calibration straight to revenue.
  • Model explanation: describe SHAP, limitations, and next actions to non-technical people.

Suggested summary

Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be selected.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
SilviaNurse
Very great course. Lots of valuable information.
WiltonCivil Firefighter

FAQs

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course