Machine Learning Operations Engineer Associate (AI-300)
A course by
October 24, 2026
14 lessons
0 student
Overview
Curriculum
Instructor
FAQs
Learn to operationalize machine learning and generative AI solutions on Azure and prepare for exam AI-300. The course follows the official skills measured.
What you'll learn
- Build MLOps infrastructure with IaC
- Train, register, deploy and monitor models
- Build GenAIOps infrastructure in Foundry
- Evaluate and observe generative AI apps and agents
- Optimize RAG and fine-tune models
Curriculum
- 5 Sections
- 14 Lessons
- 24 Hours
Expand all sectionsCollapse all sections
- Design and Implement an MLOps Infrastructure (15–20%)3 Items
- Model Life Cycle and Operations (25–30%)4 Items
- Design and Implement a GenAIOps Infrastructure (20–25%)3 Items
- Generative AI Quality Assurance and Observability (10–15%)2 Items
- Optimize Generative AI Systems (10–15%)2 Items
MohamedAli
0 Students2436 Courses
Yes. AI-300 replaced DP-100, which retired on June 1, 2026.
No. The exam fee is paid separately to Microsoft.
Yes. You can follow the lessons whenever it suits you.
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0 student
14 lessons
0 quiz
Assessments: Self
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Skill level Beginner
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