Homework 1: Introduction to Machine Learning

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

Homework URL: View submission

Homework 2: Machine Learning for Regression

Score: 4 = 2 (questions) + 1 (FAQ) + 1 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/@abhishekjainindore24/all-about-linear-regression-theoretical-340baa02b138

Homework 3: Machine Learning for Classification

Score: 8 = 5 (questions) + 1 (FAQ) + 2 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://www.youtube.com/watch?v=EKm0spFxFG4&pp=ygUdbG9naXN0aWMgcmVncmVzc2lvbiBleHBsYWluZWQ%3D
• https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.mutual_info_score.html

Homework 4: Evaluation Metrics for Classification

Score: 7 = 3 (questions) + 1 (FAQ) + 3 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://scikit-learn.org/1.5/modules/generated/sklearn.metrics.f1_score.html
• https://towardsdatascience.com/understanding-auc-roc-curve-68b2303cc9c5
• https://scikit-learn.org/1.5/modules/generated/sklearn.linear_model.LogisticRegression.html