Homework 1: Introduction
- Submissions
- 427
- Completion
- 46.8%
- Median score
- 6
- Lecture time
- 4h
- Homework time
- 2h
- Total time
- 6h
LLM Zoomcamp 2025
LLM Zoomcamp 2025 Dashboard
Course-level participation, homework, and project statistics.
Course overview
- Total enrollments
- 912
- Project submissions
- 157
- Project completion rate
- 15.2%
- Average total score
- 13.1
- Median total score
- 5
- Overall completion rate
- 29.0%
- Graduates
- 126
Project outcomes
- Score to pass
- 11
- Passed
- 136
- Failed
- 21
- Median project score
- 26
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 | 427 | 46.8% | 4h | 2h | 6h | 6 |
| Homework 2: Vector Search | 328 | 36.0% | 3h | 2h | 6h | 7 |
| Homework 3: Evaluation | 191 | 20.9% | 4h | 3.2h | 8h | 6 |
| dlt Workshop | 197 | 21.6% | 2h | 1h | 3h | 3 |
| Agents | 181 | 19.8% | 3h | 3h | 6h | 6 |
Homework 2: Vector Search
- Submissions
- 328
- Completion
- 36.0%
- Median score
- 7
- Lecture time
- 3h
- Homework time
- 2h
- Total time
- 6h
Homework 3: Evaluation
- Submissions
- 191
- Completion
- 20.9%
- Median score
- 6
- Lecture time
- 4h
- Homework time
- 3.2h
- Total time
- 8h
dlt Workshop
- Submissions
- 197
- Completion
- 21.6%
- Median score
- 3
- Lecture time
- 2h
- Homework time
- 1h
- Total time
- 3h
Agents
- Submissions
- 181
- Completion
- 19.8%
- 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: Introduction | 6 / 6 | 100.0% | 46.8% |
| 2 | Homework 2: Vector Search | 7 / 7 | 100.0% | 36.0% |
| 3 | dlt Workshop | 3 / 3 | 100.0% | 21.6% |
| 4 | Homework 3: Evaluation | 6 / 6 | 100.0% | 20.9% |
| 5 | Agents | 6 / 6 | 100.0% | 19.8% |
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: Introduction | Indexing the data | 408 | 427 | 95.6% |
| Searching | 348 | 427 | 81.5% | |
| Filtering | 372 | 427 | 87.1% | |
| Building a prompt | 333 | 427 | 78.0% | |
| Tokens | 328 | 427 | 76.8% | |
| Homework 2: Vector Search | Embedding the query | 313 | 327 | 95.7% |
| Cosine similarity with another vector | 311 | 327 | 95.1% | |
| Ranking by cosine | 293 | 327 | 89.6% | |
| Ranking by cosine, version two | 304 | 327 | 93.0% | |
| Selecting the embedding model | 312 | 327 | 95.4% | |
| Indexing with qdrant | 299 | 327 | 91.4% | |
| Homework 3: Evaluation | Hitrate for minsearch text | 176 | 191 | 92.1% |
| MRR Vector search (question field) | 164 | 191 | 85.9% | |
| Hitrate Vector search (question + text fields) | 167 | 191 | 87.4% | |
| MRR Qdrant | 149 | 191 | 78.0% | |
| Average cosine | 173 | 191 | 90.6% | |
| Average Rouge-1 F1 | 171 | 191 | 89.5% |
Submission timing
When homework submissions arrive relative to the deadline, across all assignments.
- A week or more early
- 480 (36.3%)
- 3-7 days early
- 165 (12.5%)
- 1-3 days early
- 135 (10.2%)
- Final day
- 223 (16.8%)
- After the deadline
- 321 (24.2%)
Engagement over time
Homework submissions per week, across all assignments. Bars are scaled to the busiest week.
- May 26, 2025
- 14
- Jun 02, 2025
- 62
- Jun 09, 2025
- 144
- Jun 16, 2025
- 266
- Jun 23, 2025
- 107
- Jun 30, 2025
- 174
- Jul 07, 2025
- 157
- Jul 14, 2025
- 163
- Jul 21, 2025
- 96
- Jul 28, 2025
- 63
- Aug 04, 2025
- 22
- Aug 11, 2025
- 29
- Aug 18, 2025
- 13
- Aug 25, 2025
- 3
- Sep 01, 2025
- 7
- Sep 08, 2025
- 4
Graduates
126 students completed the course and received certificates.