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Zhihao Yao
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Public
Machine Learning Notes
Showing all
11
listings
1.
ML | 1 Introduction, Math, and Statistics
Zhihao Yao
Mar 23, 2022
•
3
2.
ML | 2 Linear Regression
Zhihao Yao
Oct 15, 2024
•
1
3.
ML | 3 Linear Classification 3.1 Perceptron and Linear Discriminant Analysis (LDA)
Zhihao Yao
Oct 15, 2024
•
2
4.
ML | 3 Linear Classification 3.2 Logistic Regression Naive Bayesian Gaussian…
Zhihao Yao
Mar 31, 2022
•
1
5.
ML | 4 Dimensionality Reduction
Zhihao Yao
Oct 15, 2024
•
1
6.
ML | 5 Support Vector Machine
Zhihao Yao
Oct 15, 2024
•
1
7.
ML | 6 Decision Tree
Zhihao Yao
Oct 15, 2024
•
1
8.
ML | 7 Ensemble Learning
Zhihao Yao
Oct 15, 2024
•
1
9.
ML | 8 XGBoost
Zhihao Yao
Oct 15, 2024
•
1
10.
ML Case Study | Unleash the power of Python plus JavaScript
Zhihao Yao
Oct 15, 2024
•
7
11.
LLM Case Study | Clinical Text Classification Using Transformer Embeddings + MedDRA
Zhihao Yao
Jun 2