jxareas
Total Score: 97
Homework submissions
Homework 2: Machine Learning for Regression
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/01-introduction.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/02-regression.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/03-classification.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/04-evaluation.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/05-deployment.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/06-trees.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/content/07-production.md
Homework 3: Machine Learning for Classification
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/01-introduction.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/02-regression.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/03-classification.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/04-evaluation.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/05-deployment.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/06-trees.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/03/classification/content/07-production.md
Homework 4: Evaluation Metrics for Classification
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/01-introduction.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/02-regression.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/03-classification.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/04-evaluation.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/05-deployment.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/10-kubernetes.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/04/evaluation-metrics/content/11-kserve.md
Homework 5: Deploying Machine Learning Models
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/01-introduction.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/charts/m3_roc_curve.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/charts/m3_threshold_v_accuracy.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/07-production.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/05-deployment.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/11-kserve.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/05/deployment/content/10-kubernetes.md
Homework 6: Decision Trees and Ensemble Learning
Score: 14 = 6 (questions) + 1 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m3_roc_curve.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m3_threshold_v_accuracy.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc_by_max_depth.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/master/charts/m6_n_estimators_v_roc_auc_by_min_samples_leaf.png
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/06/trees/content/06-trees.md
- https://github.com/jxareas/ml-zoomcamp-2024/blob/feat/06/trees/content/05-deployment.md
Homework 8: Neural Networks and Deep Learning
Score: 5 = 5 (questions) + 0 (FAQ) + 0 (learning in public)
Homework URL: View submission
Project submissions
Midterm Project
Project score: 14 Passed
Score: 23 = 14 (project) + 9 (peer review) + 0 (learning in public / project) + 0 (learning in public / peer review) + 0 (FAQ)
Project URL: View project