Homework 1: Introduction to Machine Learning

Score: 8 = 7 (questions) + 0 (FAQ) + 1 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-1-recap-dcbd2b3ca3cc

Homework 2: Machine Learning for Regression

Score: 8 = 6 (questions) + 0 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-2-recap-4f4cb47daa0b
• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-2-recap-part-2-7226830d8185

Homework 3: Machine Learning for Classification

Score: 7 = 5 (questions) + 0 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-3-recap-628e1dedc65c
• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-3-recap-part-2-81bc37353b04

Homework 4: Evaluation Metrics for Classification

Score: 7 = 5 (questions) + 0 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/understanding-model-evaluation-beyond-accuracy-3c8638821935
• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-4-recap-part-2-923988ea0cd5

Homework 5: Deploying Machine Learning Models

Score: 7 = 5 (questions) + 0 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-5-recap-2cae3b890ea7
• https://medium.com/training-models-raising-kids/ml-zoomcamp-week-5-recap-part-2-53dd4d604ef5

Homework 6: Decision Trees and Ensemble Learning

Score: 9 = 6 (questions) + 0 (FAQ) + 3 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/training-models-raising-kids/decision-trees-ensemble-models-aee96d03d6ea
• https://medium.com/training-models-raising-kids/decision-trees-ensemble-models-part-2-f1fb317c559e
• https://medium.com/@blessingoraz/decision-trees-ensemble-models-part-3-674f634e54d3

Midterm Project

Project score: 16 Passed

Score: 31 = 16 (project) + 9 (peer review) + 6 (learning in public / project) + 0 (learning in public / peer review) + 0 (FAQ)

Project URL: View project

Learning in public links: Show

• https://medium.com/training-models-raising-kids/hospital-readmission-prediction-bb93416e8931
• https://medium.com/training-models-raising-kids/exploring-the-hospital-readmission-dataset-bff486a5c064
• https://medium.com/training-models-raising-kids/is-readmission-hard-to-predict-a-deep-dive-into-imbalance-feature-importance-fd552a91481f
• https://medium.com/training-models-raising-kids/logistic-regression-for-hospital-readmission-my-baseline-model-what-it-revealed-071d0f9f98cd
• https://medium.com/training-models-raising-kids/random-forest-xgboost-for-readmission-prediction-why-they-beat-logistic-regression-2de380b42276
• https://medium.com/training-models-raising-kids/building-a-fastapi-service-for-my-readmission-model-from-notebook-to-a-real-api-e395c4ded509