OnCloudLearningPaidHands-on LabsCertification Prep
AI/ML on Azure
Build, train, and deploy machine learning models with Azure AI services.
12
Modules
68
Lessons
11
Hands-on Labs
12
Module Assessments
Curriculum
Introduction to Machine Learning on Azure · Lesson
Machine Learning vs. Traditional Programming, Revisited
Objective
Restate the core inversion that everything else in machine learning builds on.
Rules in, answers out - vs. the reverse
Traditional programming is rules in, answers out: a developer writes the logic explicitly. Machine learning inverts that - it's examples in, rules out: the algorithm infers the logic (the model) from labeled data, then applies that inferred logic to new, unseen inputs.
Everything else is tooling around this
Everything else in this course is really just tooling built around that one inversion.