Homework 1: Introduction
- Submissions
- 831
- Completion
- 66.5%
- Median score
- 6
- Lecture time
- 2h
- Homework time
- 2h
- Total time
- 4h
MLOps Zoomcamp 2024
MLOps Zoomcamp 2024 Dashboard
Course-level participation, homework, and project statistics.
Course overview
- Total enrollments
- 1249
- Project submissions
- 171
- Project completion rate
- 12.3%
- Average total score
- 15.8
- Graduates
- 134
Project outcomes
- Score to pass
- 0
- Passed
- 138
- Failed
- 33
- Median project score
- 31
Homework statistics
Median time and score by homework. Hover values on desktop for interquartile ranges.
| Homework | Submissions | Completion | Lecture time | Homework time | Total time | Median score |
|---|---|---|---|---|---|---|
| Homework 1: Introduction | 831 | 66.5% | 2h | 2h | 4h | 6 |
| Homework 2: Experiment Tracking | 589 | 47.2% | 4h | 3h | 7h | 6 |
| Homework 3: Training Pipelines | 308 | 24.7% | 5h | 4h | 10h | 6 |
| Homework 4: Deployment | 298 | 23.9% | 4h | 3h | 7h | 6 |
| Homework 5: Monitoring | 253 | 20.3% | 4h | 3h | 8h | 6 |
| Homework 6: Best Practices | 158 | 12.7% | 5h | 4h | 9h | 6 |
Homework 2: Experiment Tracking
- Submissions
- 589
- Completion
- 47.2%
- Median score
- 6
- Lecture time
- 4h
- Homework time
- 3h
- Total time
- 7h
Homework 3: Training Pipelines
- Submissions
- 308
- Completion
- 24.7%
- Median score
- 6
- Lecture time
- 5h
- Homework time
- 4h
- Total time
- 10h
Homework 4: Deployment
- Submissions
- 298
- Completion
- 23.9%
- Median score
- 6
- Lecture time
- 4h
- Homework time
- 3h
- Total time
- 7h
Homework 5: Monitoring
- Submissions
- 253
- Completion
- 20.3%
- Median score
- 6
- Lecture time
- 4h
- Homework time
- 3h
- Total time
- 8h
Homework 6: Best Practices
- Submissions
- 158
- Completion
- 12.7%
- Median score
- 6
- Lecture time
- 5h
- Homework time
- 4h
- Total time
- 9h
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: Introduction | 6 / 6 | 100.0% | 66.5% |
| 2 | Homework 2: Experiment Tracking | 6 / 6 | 100.0% | 47.2% |
| 3 | Homework 3: Training Pipelines | 6 / 6 | 100.0% | 24.7% |
| 4 | Homework 4: Deployment | 6 / 6 | 100.0% | 23.9% |
| 5 | Homework 5: Monitoring | 6 / 6 | 100.0% | 20.3% |
| 6 | Homework 6: Best Practices | 6 / 6 | 100.0% | 12.7% |
Graduates
134 students completed the course and received certificates.