Machine Learning Zoomcamp 2024

Homework 9: Serverless Deep Learning Statistics

Distribution of scores and reported study time for this homework.

Submissions

140

Median total score

6

Average total score

6

Score distribution

All values are points.

Questions score

Min
1
Median
5.0
Max
6
Q1
5.0
Avg
5.1
Q3
6.0

Learning in public score

Min
-
Median
0.0
Max
7
Q1
0.0
Avg
1.1
Q3
0.0

Total score

Min
1
Median
6.0
Max
14
Q1
5.0
Avg
6.3
Q3
6.0

Time distribution

All values are hours reported by students.

Lectures

Min
0.0
Median
4.0
Max
25.0
Q1
3.0
Avg
6.5
Q3
7.0

Homework

Min
1.0
Median
4.0
Max
16.0
Q1
2.0
Avg
4.5
Q3
5.0

Question breakdown

Correctness and answer distribution per question.

1. Size of converted model

125 / 139 correct (89.9%)

1 27 Mb 1 (0.7%)
2 43 Mb 13 (9.4%)
3 77 Mb 125 (89.9%)
4 127 Mb 0 (0.0%)

2. Output index

132 / 139 correct (95.0%)

1 3 2 (1.4%)
2 7 4 (2.9%)
3 13 132 (95.0%)
4 24 1 (0.7%)

3. First R value after pre-processing

139 / 139 correct (100.0%)

1 0.24 121 (87.1%)
2 0.44 2 (1.4%)
3 0.64 7 (5.0%)
4 0.84 4 (2.9%)

4. Model output

117 / 139 correct (84.2%)

1 0.293 3 (2.2%)
2 0.493 7 (5.0%)
3 0.693 10 (7.2%)
4 0.893 117 (84.2%)

5. Image size

112 / 139 correct (80.6%)

1 182 Mb 1 (0.7%)
2 382 Mb 10 (7.2%)
3 582 Mb 11 (7.9%)
4 782 Mb 112 (80.6%)

6. Model output (docker)

81 / 139 correct (58.3%)

1 0.229 3 (2.2%)
2 0.429 81 (58.3%)
3 0.629 15 (10.8%)
4 0.829 29 (20.9%)

Calculated: 18 December 2024, 12:38