Oracle Cloud Infrastructure AI Foundations Associate: Working with Classification Models

Classification is a core machine learning (ML) problem, applied across use cases from simple models to complex real-world solutions. It underpins advanced cloud services such as celebrity recognition and landmark detection, making it essential to master it for effective ML applications.In this course, discover the basic problem setup of classification problems and how to evaluate models using accuracy, precision, recall, and other performance metrics. Next, learn about the different types of classification and the importance of model probabilities in generating outputs. Finally, explore a range of solution techniques such as logistic regression, support vector machines, and decision trees.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.