Oracle Cloud Infrastructure AI Foundations Associate: Working with Regression Models

Regression models have been central to data analysis for decades, from fitting simple lines in Excel to driving predictive insights. With the rise of machine learning (ML), their applications have expanded dramatically across diverse real-world use cases.In this course, discover the key elements of a regression problem setup to recognize when and how regression techniques should be applied effectively. Next, learn how to analyze the results of regression analysis and evaluate model quality to avoid common pitfalls frequently encountered by first-time users. Finally, examine a range of regression models, including simple linear regression, support vector regression, nearest neighbor regression, and more.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.