Custom Regression Model (Salary Prediction)

Description: Join Hayley to learn how to create a Custom/Advanced regression model and discover how easy it is to build models outside our predefined recipe list when you have the right data in One Model. She will guide you through creating a Salary Prediction regression model, a commonly used custom regression that is highly relevant for organizations focused on compensation planning, budget forecasting, and pay equity analysis.

Module Type: Functional

Level: Intermediate  

Audience: Model creators & managers

Prerequisites: "One AI Recipes", "Regressions", & "Regression Model Evaluation" modules

Run time: ~17 minutes

Module Sections:

00:00 - Intro, Topics Covered, & Learning Outcomes

01:15 - Custom / Advanced Modeling in One AI

03:34 - Salary Prediction Regression Model Overview

06:59 - Considerations Before Model-Building

09:19 - Building a Custom / Advanced Regression Model in One AI

16:26 - Conclusion & Thanks

The module transcription is attached below as a pdf.

• Custom Regression Model Transcript.docx.pdf90 KB