notes
an archive of posts in this category
Jan 20, 2022 | Clustering Algorithms and Evaluations |
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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 |