Oracle Cloud Infrastructure AI Foundations Associate: Machine Learning

Within the curriculum of the OCI 2025 AI Foundations Associate certification, topics relating to foundational machine learning (ML) form a solid 15-20% of the test weight. These include the basics of ML and working with classification and regression models, ensemble learning, clustering, and reinforcement learning.In this course, learn the fundamental core concepts of ML, including training data and labels. Next, explore supervised and unsupervised learning techniques, including the importance of large, labeled datasets for supervised models. Finally, discover how to frame ML problems and apply solutions such as classification, regression, clustering, and ensemble learning, while distinguishing between numeric and categorical data.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.