Machine Learning Zoomcamp 2024

Machine Learning Zoomcamp 2024 Dashboard

Course-level participation, homework, and project statistics.

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Course overview

Total enrollments: 1208
Project submissions: 438
Project completion rate: 19.2%
Average total score: 23.0
Graduates: 169

Project outcomes

Score to pass: 0
Passed: 391
Failed: 47
Median project score: 23

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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 to Machine Learning	659	54.6%	4h	1h	5h	7
Homework 2: Machine Learning for Regression	468	38.7%	5h	3h	8h	5
Homework 3: Machine Learning for Classification	385	31.9%	5h	3h	8h	6
Homework 4: Evaluation Metrics for Classification	324	26.8%	4h	3h	7h	6
Homework 5: Deploying Machine Learning Models	275	22.8%	4h	3h	8h	6
Homework 6: Decision Trees and Ensemble Learning	234	19.4%	4h	3h	7h	6
Homework 8: Neural Networks and Deep Learning	162	13.4%	6h	3h	10h	6
Homework 9: Serverless Deep Learning	139	11.5%	4h	4h	8h	6
Homework 10: Kubernetes and TensorFlow Serving	99	8.2%	5.5h	2h	9.5h	7
ML Zoomcamp 2024 Competition	24	2.0%	-	-	-	9
Article	17	1.4%	-	-	-	23

Homework 1: Introduction to Machine Learning

Submissions: 659
Completion: 54.6%
Median score: 7
Lecture time: 4h
Homework time: 1h
Total time: 5h

Homework 2: Machine Learning for Regression

Submissions: 468
Completion: 38.7%
Median score: 5
Lecture time: 5h
Homework time: 3h
Total time: 8h

Homework 3: Machine Learning for Classification

Submissions: 385
Completion: 31.9%
Median score: 6
Lecture time: 5h
Homework time: 3h
Total time: 8h

Homework 4: Evaluation Metrics for Classification

Submissions: 324
Completion: 26.8%
Median score: 6
Lecture time: 4h
Homework time: 3h
Total time: 7h

Homework 5: Deploying Machine Learning Models

Submissions: 275
Completion: 22.8%
Median score: 6
Lecture time: 4h
Homework time: 3h
Total time: 8h

Homework 6: Decision Trees and Ensemble Learning

Submissions: 234
Completion: 19.4%
Median score: 6
Lecture time: 4h
Homework time: 3h
Total time: 7h

Homework 8: Neural Networks and Deep Learning

Submissions: 162
Completion: 13.4%
Median score: 6
Lecture time: 6h
Homework time: 3h
Total time: 10h

Homework 9: Serverless Deep Learning

Submissions: 139
Completion: 11.5%
Median score: 6
Lecture time: 4h
Homework time: 4h
Total time: 8h

Homework 10: Kubernetes and TensorFlow Serving

Submissions: 99
Completion: 8.2%
Median score: 7
Lecture time: 5.5h
Homework time: 2h
Total time: 9.5h

ML Zoomcamp 2024 Competition

Submissions: 24
Completion: 2.0%
Median score: 9
Lecture time: -
Homework time: -
Total time: -

Article

Submissions: 17
Completion: 1.4%
Median score: 23
Lecture time: -
Homework time: -
Total time: -

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 2: Machine Learning for Regression	4 / 6	66.7%	38.7%
2	Homework 3: Machine Learning for Classification	5 / 6	83.3%	31.9%
3	Homework 9: Serverless Deep Learning	5 / 6	83.3%	11.5%
4	Homework 1: Introduction to Machine Learning	7 / 7	100.0%	54.6%
5	Homework 4: Evaluation Metrics for Classification	6 / 6	100.0%	26.8%
6	Homework 5: Deploying Machine Learning Models	6 / 6	100.0%	22.8%
7	Homework 6: Decision Trees and Ensemble Learning	6 / 6	100.0%	19.4%
8	Homework 8: Neural Networks and Deep Learning	6 / 6	100.0%	13.4%
9	Homework 10: Kubernetes and TensorFlow Serving	7 / 7	100.0%	8.2%

Graduates

169 students completed the course and received certificates.