---
# System prepended metadata

title: 機器學習技法 - 林軒田
tags: [' 機器學習技法', 機器學習 - 林軒田]

---

---
tags: 機器學習 - 林軒田, 機器學習技法
---

機器學習技法 - 林軒田
===

## [Slides & Videos](https://www.csie.ntu.edu.tw/~htlin/mooc/)

## [Ch1 Linear SVM](https://hackmd.io/@johnnyasd12/r1Pa52MTr)

## [Ch2 Dual Support Vector Machine](https://hackmd.io/@johnnyasd12/HkyoeuCRS)

## [Ch3 Kernel Support Vector Machine](https://hackmd.io/@johnnyasd12/HJ_CkNwJI)

## [Ch4 Soft-Margin Support Vector Machine](https://hackmd.io/@johnnyasd12/BJ2kx1oy8)

## [Ch5 Kernel Logistic Regression](https://hackmd.io/@johnnyasd12/rJ7b58WxL)

## [Ch6 Support Vector Regression](https://hackmd.io/@johnnyasd12/H1gfLpMlI)

## [Ch7 Blending and Bagging](https://hackmd.io/@johnnyasd12/SkxlsunxU)

## [Ch8 Adaptive Boosting](https://hackmd.io/@johnnyasd12/Bk1joyIZU)

## [Ch9 Decision Tree](https://hackmd.io/@johnnyasd12/HJfYmhSWD)

## [Ch10 Random Forest](https://hackmd.io/@johnnyasd12/ryiCbXnzD)

## [Ch11 Gradient Boosted Decision Tree](https://hackmd.io/@johnnyasd12/ByzGXQXBD)

## [Ch12 Neural Network](https://hackmd.io/@johnnyasd12/rygcMQ3SD)

## [Ch13 Deep Learning](https://hackmd.io/@johnnyasd12/r1EjsfASv)

## [Ch14 Radial Basis Function Network](https://hackmd.io/@johnnyasd12/B1Z8sx_ID)

## [Ch15 Matrix Factorization](https://hackmd.io/@johnnyasd12/HJArXbhIv)

## [Ch16 Finale](https://hackmd.io/@johnnyasd12/ByWkkppIv)