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: 10 = 6 (questions) + 0 (FAQ) + 4 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://www.mygreatlearning.com/blog/what-is-regression/
• https://www.geeksforgeeks.org/machine-learning/ml-linear-regression/
• https://medium.com/@jangdaehan1/case-studies-utilizing-regression-models-in-supervised-learning-5a50729e22b4
• https://www.kaggle.com/code/saikatkumardey/linear-regression-case-study

Homework 3: Machine Learning for Classification

Score: 10 = 4 (questions) + 1 (FAQ) + 5 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://www.geeksforgeeks.org/machine-learning/getting-started-with-classification/
• https://algorit.ma/blog/classification-adalah-2022/
• https://www.datacamp.com/blog/classification-machine-learning
• https://medium.com/@bondansatrio99/apa-itu-classification-dalam-machine-learning-bcdf4fcdc614
• https://www.researchgate.net/publication/379633049_An_overview_of_machine_learning_classification_techniques

Homework 4: Evaluation Metrics for Classification

Score: 12 = 5 (questions) + 1 (FAQ) + 6 (learning in public)

Homework URL: View submission

Learning in public links: Show

• https://medium.com/@fatmanurkutlu1/model-evaluation-techniques-in-machine-learning-8cd88deb8655
• https://www.nature.com/articles/s41598-024-56706-x
• https://www.iguazio.com/glossary/model-evaluation/
• https://www.geeksforgeeks.org/machine-learning/metrics-for-machine-learning-model/
• https://riskcue.id/uploads/ebook/20210920085146-2021-09-20ebook085121.pdf
• https://datatron.com/how-to-evaluate-your-machine-learning-models-with-python-code/