Machine Learning Zoomcamp 2024

Homework 1: Introduction to Machine Learning Statistics

Distribution of scores and reported study time for this homework.

Submissions

660

Median total score

7

Average total score

7

Score distribution

All values are points.

Questions score

Min
1
Median
7.0
Max
7
Q1
6.0
Avg
6.5
Q3
7.0

Learning in public score

Min
-
Median
0.0
Max
7
Q1
0.0
Avg
0.4
Q3
0.0

Total score

Min
1
Median
7.0
Max
15
Q1
6.0
Avg
7.0
Q3
7.0

Time distribution

All values are hours reported by students.

Lectures

Min
0.0
Median
4.0
Max
48.0
Q1
2.0
Avg
4.5
Q3
5.0

Homework

Min
0.0
Median
1.0
Max
45.0
Q1
1.0
Avg
2.3
Q3
2.0

Question breakdown

Correctness and answer distribution per question.

1. Pandas version

659 / 659 correct (100.0%)

Answer Count
2.2.2 283
2.1.4 103
2.2.3 82
'2.2.2' 38
1.5.3 21
2.0.3 18
2.2.1 11
'2.2.3' 9
'1.5.3' 9
'2.0.3' 7
1.4.4 5
'2.2.1' 5
1.4.2 5
2.2.0 4
2.1.1 4
'2.1.4' 4
1.3.4 3
pd.__version__ 3
2.1.3 3
1.1.3 2
2.1.0 2
1.3.5 2
1.5.0 2
2.0.1 2
"2.0.3" 1
1.4.0 1
Python 3.9.12, '1.4.4' 1
'1.4.4' 1
'2.1.3' 1
3.12.4 1
2.0.2 1
pandas 2.1.1 1
'1.3.5' 1
version 2.1.1 1
3.7 1
3.11.9 1
2.23 1
'1.4.2' 1
pandas 2.2.3 1
'1.3.4' 1
pandas '1.4.3' 1
The pandas version installed is: 2.1.4 1
Python 3.12.2 1
pandas-2.2.2 1
1.5.3' 1
'1.2.4' 1
1.2.4 1
2.1.2 1
3.12.1 1
The Version of Panda is : 2.2.2 1
'1.0.1' 1
2.0.0 1
1.5.2 1

2. Records count

646 / 659 correct (98.0%)

1 12 5 (0.8%)
2 1000 5 (0.8%)
3 2160 646 (98.0%)
4 12160 1 (0.2%)

3. Laptop brands

612 / 659 correct (92.9%)

1 12 7 (1.1%)
2 27 612 (92.9%)
3 28 9 (1.4%)
4 2160 27 (4.1%)

4. Missing values

571 / 659 correct (86.6%)

1 0 12 (1.8%)
2 1 11 (1.7%)
3 2 63 (9.6%)
4 3 571 (86.6%)

5. Maximum final price

651 / 659 correct (98.8%)

1 869 2 (0.3%)
2 3691 0 (0.0%)
3 3849 3 (0.5%)
4 3936 651 (98.8%)

6. Median value of Screen

579 / 659 correct (87.9%)

1 Yes 71 (10.8%)
2 No 580 (88.0%)

7. Sum of weights

597 / 659 correct (90.6%)

1 0.43 9 (1.4%)
2 45.29 10 (1.5%)
3 45.58 28 (4.2%)
4 91.30 597 (90.6%)

Calculated: 11 October 2024, 08:32