skydome20 / R Notes
Licence: mit
Notes for using R language to do data mining and machine learning (Chinese)
Stars: ✭ 25
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R系列筆記
這份筆記是用R Markdown 撰寫，再用Knitr套件編譯成Html檔案，發表到Rpubs上：http://rpubs.com/skydome20/Table
在GitHub的是R Markdown原始檔。
資料夾的編號和筆記的編號一致，可以去對應編號的資料夾，找尋自己想要的筆記原始檔(.Rmd)。
例如：R筆記 – (1)安裝R與RStudio這篇筆記，對應的原始檔路徑會是src/R1/R1.Rmd
【LinkedIn】 https://tw.linkedin.com/in/skydome20
【R 筆記】 http://rpubs.com/skydome20/Table
【POLab】 https://github.com/PO-LAB/Data-Mining
R筆記目錄
🚩環境建置
🚩基本觀念 & 語法
🚩資料處理
🚩模型建構
- R筆記 -- (5) 初聲試啼-簡單的資料分析(迴歸分析)
- R筆記 -- (6) 關聯式規則；決策樹(分析鐵達尼號資料)
- R筆記 -- (7) 主成份分析(2012美國職棒MLB)
- R筆記 -- (8) 類神經網路(neuralnet)
- R筆記 -- (9) 分群分析(Clustering)
- R筆記 -- (14) Support Vector Machine/Regression(支持向量機SVM)
- R筆記 -- (16) Ensemble Learning(集成學習)
- R筆記 -- (17) 獨立成份分析(ICA)
- R筆記 -- (18) Subsets & Shrinkage Regression (Stepwise & Lasso)
🚩資料視覺化
🚩分散式處理
🚩Kaggle
🚩其他
Contact
若筆記有任何問題或錯誤，歡迎隨時聯絡我：
【Email】[email protected]
【LinkedIn】https://tw.linkedin.com/in/skydome20
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