AI545 Course Contents

Syllabus

Download the syllabus Section 1

Week	links
Week 1	MLOps Foundation
Week 2	MLOps Pipeline Intro Demo ,Model & Data Versioning
Week 3	DVC Deep Dive ,MLFlow Concepts
Week 4	MLFlow Demo, MLFlow Deep dive I
Week 5	MLFlow Deep dive I
Week 6	Docker Intro Docker Lecture 2
Week 7	Docker Lecture 3 Docker Lecture 4 CI/CD Introduction Lecture 1
Week 8	CI CD Git Actions Lecture 2
Week 9	CI CD Git Actions Lecture 3 CI CD Git Actions Lecture 4

Exam	Syllabus
Midterm	All materials from Week 1-Week 7, see above table
Final	All materials from Week 8-Week 15, see above table