MLOps Engineer course
The SQL that proves training and serving agree, then the gate that blocks a bad model. A sequenced path on DataLane — roadmap, coding, interview, then a cert if this loop uses one. Not a video rental.
6–8 weeks · 9 lessons · about 390 minutes of focused work · MLOps Engineer
Lesson 1 · 40 min
Open the flowchart
Click nodes. Check off skills on this device. This is the syllabus, not a poster.
MLOps Engineer roadmap →Lesson 2 · 90 min
SQL you can defend
Grain, windows, anti-joins. Every data role sits this pad. Filter the list to this role.
Coding problems →Lesson 3 · 25 min
MLOps article
Gates, rollback, and the jobs around the model.
MLOps guide →Lesson 4 · 50 min
Quality SQL
Training and serving agree, or the pipeline fails.
Quality track →Lesson 5 · 40 min
System design
Who can deploy, what you page.
System design →Lesson 6 · 35 min
AI / eval questions
Block a bad model with a number, not a vibe.
AI stack →Lesson 7 · 45 min
Interview track
The sequence for this role: pads, stacks, and the story you will tell.
MLOps Engineer interview →Lesson 8 · 40 min
Question bank
Filter to this role. Reveal after you say the first sentence out loud.
Role question bank →Lesson 9 · 25 min
Drill mode
One question at a time. Mark knew / partial / missed on this device.
Drill this role →