AI Dev Tools Zoomcamp 2026

AI Dev Tools Zoomcamp 2026 Dashboard

Course-level participation, homework, and project statistics.

Course overview

Total enrollments
1398
Project submissions
11
Project completion rate
0.8%
Average total score
3.6
Overall completion rate
19.0%

Project outcomes

Score to pass
10
Passed
0
Failed
11
Median project score
-

Homework statistics

Median time and score by homework. Hover values on desktop for interquartile ranges.

Homework 1: AI-Native Developer Workflow

Submissions
337
Completion
24.1%
Median score
6
Lecture time
3h
Homework time
2h
Total time
5h

Homework 2: Build and Ship an AI-Assisted Full-Stack App

Submissions
260
Completion
18.6%
Median score
6
Lecture time
2h
Homework time
3h
Total time
6h

Homework 3: Test, Containerize, and Deploy an AI-Assisted App

Submissions
198
Completion
14.2%
Median score
6
Lecture time
3h
Homework time
3h
Total time
6h

Assignment difficulty

Ranked by lowest median question score relative to the maximum achievable. Normalizing by question count makes homeworks of different lengths comparable; a lower percentage indicates a harder assignment.

Rank Homework Median score Score % Completion
1 Homework 1: AI-Native Developer Workflow 6 / 6 100.0% 24.1%
2 Homework 2: Build and Ship an AI-Assisted Full-Stack App 6 / 6 100.0% 18.6%
3 Homework 3: Test, Containerize, and Deploy an AI-Assisted App 6 / 6 100.0% 14.2%

Question difficulty

Share of submitted answers that were correct, per question. A lower percentage points to a harder or more confusing question. Participation-only questions are excluded.

Homework Question Correct Answers % correct
Homework 1: AI-Native Developer Workflow Which file do you edit to include your app in the Django project? 314 337 93.2%
Which command starts the Django development server? 319 337 94.7%
Which command runs the tests in the terminal? 288 337 85.5%
Homework 2: Build and Ship an AI-Assisted Full-Stack App Which project did you choose for this homework? 250 260 96.2%
Homework 3: Test, Containerize, and Deploy an AI-Assisted App Which description matches the project's architecture? 183 198 92.4%
Which task status does the sender see after the recipient submits its result? 183 198 92.4%
Which Docker option publishes a container's port to your machine? 191 198 96.5%
Which hostname should the API use to connect to the postgres service in Docker Compose? 193 198 97.5%
Which Kubernetes resource keeps the requested number of application replicas running and manages updates? 191 198 96.5%
What should happen if a test fails in this workflow? 193 198 97.5%

Submission timing

When homework submissions arrive relative to the deadline, across all assignments.

A week or more early
39 (4.1%)
3-7 days early
181 (18.8%)
1-3 days early
183 (19.0%)
Final day
406 (42.2%)
After the deadline
152 (15.8%)

Engagement over time

Homework submissions per week, across all assignments. Bars are scaled to the busiest week.

Aug 31, 2026
131
Sep 07, 2026
294
Sep 14, 2026
208
Sep 21, 2026
163
Sep 28, 2026
78
Oct 05, 2026
87