Data Engineering Zoomcamp 2026

Data Engineering Zoomcamp 2026 Dashboard

Course-level participation, homework, and project statistics.

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Course overview

Total enrollments
3207
Project submissions
686
Project completion rate
19.1%
Average total score
19.2
Graduates
581

Project outcomes

Score to pass
12
Passed
612
Failed
74
Median project score
35

Homework statistics

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

Homework 1: Docker, SQL and Terraform

Submissions
1578
Completion
49.2%
Median score
7
Lecture time
6h
Homework time
3h
Total time
10h

Homework 2: Workflow Orchestration

Submissions
1021
Completion
31.8%
Median score
6
Lecture time
5h
Homework time
3h
Total time
9h

Homework 3: Data Warehousing

Submissions
873
Completion
27.2%
Median score
8
Lecture time
3h
Homework time
3h
Total time
7h

Homework 4: Analytics Engineering

Submissions
699
Completion
21.8%
Median score
6
Lecture time
6h
Homework time
5h
Total time
12h

Homework 5: Data Platforms

Submissions
613
Completion
19.1%
Median score
7
Lecture time
4h
Homework time
2h
Total time
7h

Workshop 1: Ingestion with dlt

Submissions
447
Completion
13.9%
Median score
3
Lecture time
3h
Homework time
2h
Total time
5h

Homework 6: Batch

Submissions
524
Completion
16.3%
Median score
6
Lecture time
6h
Homework time
2h
Total time
9h

Homework 7: Streaming

Submissions
426
Completion
13.3%
Median score
6
Lecture time
5h
Homework time
5h
Total time
11h

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 4: Analytics Engineering 5 / 6 83.3% 21.8%
2 Homework 5: Data Platforms 6 / 7 85.7% 19.1%
3 Homework 1: Docker, SQL and Terraform 7 / 7 100.0% 49.2%
4 Homework 2: Workflow Orchestration 6 / 6 100.0% 31.8%
5 Homework 3: Data Warehousing 8 / 8 100.0% 27.2%
6 Homework 6: Batch 6 / 6 100.0% 16.3%
7 Workshop 1: Ingestion with dlt 3 / 3 100.0% 13.9%
8 Homework 7: Streaming 6 / 6 100.0% 13.3%

Graduates

581 students completed the course and received certificates.