Machine Learning 筆記
===

自行統整
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- [AdaBoost](/sqKBWS_gRrSlJGWKDQ4lBQ)
- [Gradient Boosting](/R8dPbkd0SnaX8lG4K4XezQ)
<!-- - [XGBoost](/Ak87GfqpTNi5RmCuCC8LmQ) -->
<!-- - [XGBoost vs. LightGBM vs. CatGBM](/WHoUgnUwSqivL4h4WU3u_g) -->
<!-- - [t-SNE](/DOIrE155TSmK8lO6IcOrRg) -->
<!-- - [Bayesian Optimization](/a8IbxvelQKuXSeGTCLrZ1w) -->
<!-- - [Bayesian A/B Testing](/7GuvT5HFQBinry_GcJj_ww) -->

Andrew Ng, Coursera
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- [Week 1](/2cG-ddYkTKKDW7AZ9YgOCg)
- [Week 2](/i76izTcBRUGmeTvfsn3Tiw)
- [Week 3](/y16FTn8HSQWBAWZpYRxpCg)
- [Week 4](/Bxpq8irCR8uEg9g9CrHQeA)
- [Week 6](/hcAtH5MfRuKhrU4BRUdtEg)
- [Week 7](/RqfHEuaORAG0nm9GwL49pg)
- [Week 8](/QqTyjadTR--GopRL78WV5Q)
- [Week 9](/EiqrcL1HS3GX5qHYLxPxVw)

scikit-learn
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- [Pipeline](/RXNNAx49TCKcuaMwsu3vsg)
<!-- - [Preprocessing Data](/TaxIN0utSTSM_BNl5P4ugw) -->
<!-- - [Cross Validation](/Q6TWV4eFRlCt6-NEC52G6Q) -->
<!-- - [Hyperparameter Optimization](/uJt3S23QQfaj4yGQyyDQfA) -->
<!-- - [Missing Data Imputation](/751IjEzpRL6h1gw5Va3AwQ) -->
<!-- - [Handling Imbalanced Data](/lVubjeEmQVKDqe5iEJb2aw) -->

###### tags: `ML`