머신 러닝 1

Machine Learning 1 · Prof. Giseop Noh

Basic Math | Regression | Classification | KNN | Decision Tree

Lecture plan (click me)

주차별 자료

1. 01 Understanding AI and ML PDF
2. 02 Basic Math in ML PDF
3. 03 Numpy Basic Practice (Notebook) ipynb
4. 04 Data Visualization MD
5. 05 Pandas Basics MD
6. 06 Pandas Applications and Regression Preview MD
7. 07 Model Performance Evaluation MD
8. 08 Mid-Term Exam MD
9. 09 Linear Regression Theory MD
10. 10 Linear Regression Practice MD
11. 11 Logistic Regression Theory MD
12. 12 Logistic Regression Practice MD
13. 13 Decision Tree MD
14. 14 K-Nearest Neighbors (KNN) MD
15. 15 Final Exam MD

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