Questions score
- Min
- 5
- Median
- 7.0
- Max
- 7
- Q1
- 7.0
- Avg
- 6.9
- Q3
- 7.0
Machine Learning Zoomcamp 2024
Homework 10: Kubernetes and TensorFlow Serving Statistics
Distribution of scores and reported study time for this homework.
Submissions
100
Median total score
7
Average total score
8
Score distribution
All values are points.
Learning in public score
- Min
- -
- Median
- 0.0
- Max
- 7
- Q1
- 0.0
- Avg
- 1.3
- Q3
- 1.0
Total score
- Min
- 5
- Median
- 7.0
- Max
- 15
- Q1
- 7.0
- Avg
- 8.3
- Q3
- 8.0
Time distribution
All values are hours reported by students.
Lectures
- Min
- 1.0
- Median
- 5.5
- Max
- 30.0
- Q1
- 3.0
- Avg
- 7.6
- Q3
- 10.0
Homework
- Min
- 0.0
- Median
- 2.0
- Max
- 20.0
- Q1
- 2.0
- Avg
- 3.4
- Q3
- 4.0
Question breakdown
Correctness and answer distribution per question.
1. <value> of the probability of getting a subscription
92 / 99 correct (92.9%)
1
0.287
3 (3.0%)
2
0.530
3 (3.0%)
3
0.757
92 (92.9%)
4
0.960
1 (1.0%)
2. Version of `kind`
99 / 99 correct (100.0%)
| Answer | Count |
|---|---|
| 0.26.0 | 31 |
| 0.25.0 | 21 |
| kind version 0.26.0 | 9 |
| 0.20.0 | 5 |
| kind version 0.25.0 | 3 |
| v0.26.0 | 3 |
| v0.25.0 | 2 |
| kind version 0.27.0-alpha+1c5a56b30145d9 | 2 |
| kind version 0.27.0-alpha.4+1c5a56b30145d9 | 2 |
| kind v0.25.0 go1.22.9 windows/amd64 | 1 |
| v1.30.2 | 1 |
| 1.31.2 | 1 |
| kind version 0.17.0 | 1 |
| v1.30.0 | 1 |
| 0.17.0 | 1 |
| kind v0.20.0 | 1 |
| Kind version 0.25.0 | 1 |
| v0.19.0 | 1 |
| kind version 0.20.0 | 1 |
| 1.32.0 | 1 |
| 0.27.0-alpha+1c5a56b30145d9 | 1 |
| C:\Program Files\kind>kind version, kind v0.26.0 go1.23.4 windows/amd64 | 1 |
| 0.27.0 | 1 |
| kind v0.19.0 | 1 |
| kind v0.26.0 go1.23.4 darwin/arm64 | 1 |
3. The smallest deployable computing unit
96 / 99 correct (97.0%)
1
Node
1 (1.0%)
2
Pod
96 (97.0%)
3
Deployment
0 (0.0%)
4
Service
2 (2.0%)
4. `Type` of the running service
97 / 99 correct (98.0%)
1
NodePort
0 (0.0%)
2
ClusterIP
97 (98.0%)
3
ExternalName
1 (1.0%)
4
LoadBalancer
1 (1.0%)
5. Command to upload docker image
99 / 99 correct (100.0%)
1
kind create cluster
0 (0.0%)
2
kind build node-image
0 (0.0%)
3
kind load docker-image
99 (100.0%)
4
kubectl apply
0 (0.0%)
6. Create deployment (<Port>)
99 / 99 correct (100.0%)
| Answer | Count |
|---|---|
| 9696 | 83 |
| 8080 | 2 |
| 80 | 2 |
| <Port>: 9696 | 2 |
| apiVersion: apps/v1 kind: Deployment metadata: name: subscription spec: selector: matchLabels: app: subscription replicas: 1 template: metadata: labels: app: subscription spec: containers: - name: subscription image: zoomcamp-model:3.11.5-hw10 resources: requests: memory: "64Mi" cpu: "100m" limits: memory: "1024Mi" cpu: "400m" ports: - containerPort: 9696 What is the value for ? ==> 9696Port = 9696. Apply this deployment: kubectl apply -f deployment.yaml Get a list of running Pods: kubectl get all | grep pod/subscription | 1 |
| subscription-65747b554-6q7mh | 1 |
| ports: - containerPort: 9696 | 1 |
| kubectl apply -f <your-deployment-yaml-file.yaml> | 1 |
7. Service selector (<???>)
99 / 99 correct (100.0%)
| Answer | Count |
|---|---|
| subscription | 71 |
| service | 3 |
| subscription-service | 2 |
| Subscription | 2 |
| kubectl apply -f service.yaml | 1 |
| app: subscription | 1 |
| web | 1 |
| # service.yaml apiVersion: v1 kind: Service metadata: name: subscription-service spec: type: LoadBalancer selector: app: subscription ports: - port: 80 targetPort: 9696 <???> --> subscription Apply config file: kubectl apply -f service.yaml | 1 |
| subscribtion | 1 |
| selector: app: subscription | 1 |
| credit | 1 |
| 9696 | 1 |
| 2 | 1 |
| app: <your-app-name> | 1 |
| service.yaml | 1 |
| zoomcamp-model | 1 |
| {'has_subscribed': True, 'has_subscribed_probability': 0.756743795240796} | 1 |
| YAML | 1 |
Calculated: 24 December 2024, 08:07