Analytics Engineer course
Mart SQL, tests that page someone, and a metric finance can trust. 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 365 minutes of focused work · Analytics Engineer
Lesson 1 · 40 min
Open the flowchart
Click nodes. Check off skills on this device. This is the syllabus, not a poster.
Analytics 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 · 30 min
First dbt project
Staging 1:1 with sources, then a mart at a grain.
dbt tutorial →Lesson 4 · 35 min
dbt interview questions
ref vs source, slim CI, tests that page someone.
dbt stack →Lesson 5 · 15 min
dbt cheat sheets
Commands, tests, and the habits CI survives.
dbt sheets →Lesson 6 · 45 min
dbt practice exam
Analytics engineering vocabulary you can defend.
dbt exam →Lesson 7 · 45 min
Interview track
The sequence for this role: pads, stacks, and the story you will tell.
Analytics 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 →