MLOps Zoomcamp 2024

Homework 3: Training Pipelines Statistics

Distribution of scores and reported study time for this homework.

Submissions

308

Median total score

6

Average total score

6

Score distribution

All values are points.

Questions score

Min
-
Median
6.0
Max
6
Q1
5.0
Avg
5.2
Q3
6.0

Learning in public score

Min
-
Median
0.0
Max
7
Q1
0.0
Avg
0.6
Q3
0.0

Total score

Min
-
Median
6.0
Max
14
Q1
5.0
Avg
6.0
Q3
6.0

Time distribution

All values are hours reported by students.

Lectures

Min
0.0
Median
5.0
Max
80.0
Q1
3.0
Avg
7.3
Q3
8.0

Homework

Min
0.5
Median
4.0
Max
120.0
Q1
3.0
Avg
6.5
Q3
6.0

Question breakdown

Correctness and answer distribution per question.

1. Version of Mage

302 / 308 correct (98.1%)

Answer Count
v0.9.71 90
v0.9.70 80
0.9.71 66
0.9.70 56
v.0.9.70 2
0.9.7 1
v0.9.68 1
V0.9.70 1
V0.9.7.71 1
V. 0.9.71 1
Answer: v0.9.70 1
1. V0.9.71 1
local was 0.9.70. on codespaces it was 0.9.71 1
V0.9.71 1
0.90.70 1
v.09.71 1
v1.15.0 1

2. Creating a project

285 / 308 correct (92.5%)

1 35 4 (1.3%)
2 45 8 (2.6%)
3 55 291 (94.5%)
4 65 4 (1.3%)

3. Creating a pipeline

289 / 308 correct (93.8%)

1 3,003,766 3 (1.0%)
2 3,203,766 4 (1.3%)
3 3,403,766 294 (95.5%)
4 3,603,766 3 (1.0%)

4. Data preparation

287 / 308 correct (93.2%)

1 2,903,766 5 (1.6%)
2 3,103,766 3 (1.0%)
3 3,316,216 292 (94.8%)
4 3,503,766 3 (1.0%)

5. Train a model

252 / 308 correct (81.8%)

1 21.77 6 (1.9%)
2 24.77 255 (82.8%)
3 27.77 21 (6.8%)
4 31.77 5 (1.6%)

6. MLFlow

201 / 308 correct (65.3%)

1 14,534 22 (7.1%)
2 9,534 35 (11.4%)
3 4,534 205 (66.6%)
4 1,534 10 (3.2%)

Calculated: 13 October 2024, 04:28