notes
an archive of posts in this category
| Jan 20, 2022 | Clustering Algorithms and Evaluations |
|---|---|
| Jan 11, 2022 | Dimensionality Reduction, Kernel PCA and LDA |
| Jan 7, 2022 | Tree-based Ensemble Methods Intro and Parameter Tuning |
| Jan 1, 2022 | Decision Tree Model - Advanced Review |
| Dec 29, 2021 | Support Vector Machine Math and Optimization |
| Dec 25, 2021 | Regression Training, Regularization and Odds |
| Dec 10, 2021 | Recommendation Algorithm Basics |
| Nov 26, 2021 | Metrics and Analytics of Product Building |
| Aug 20, 2021 | Bayesian Statistics and Applications |
| Aug 16, 2021 | Math Foundations Review |
| Aug 12, 2021 | Machine Learning Study Notes by Zhihua Zhou |