《machine learning》引言
一、引言introduction
1.2 什麼是機器學習
解決任務T，進行效能度量P，通過P測定在任務T上的表現因經驗E而提高
1.3 監督學習
教計算機完成某事，給定一個帶標籤（正確解）的資料集。
房價預測問題：給定一組帶正確售價的房價資料集。通過演算法預測其他想要賣掉房子的房價
迴歸問題：預測輸出連續的數值輸出（單個價格輸出）
分類問題：預測一個離散值輸出（多個輸出值）
1.4 非監督學習
資料集無標籤，計算機自己找到某種結構。（分類演算法等）
如：自動將客戶分類，自動分類市場
相關文章
- 【Learning eBPF-0】引言eBPF
- Machine Learning with SklearnMac
- Machine Learning (12) - Support Vector Machine (SVM)Mac
- Machine Learning－IntroductionMac
- Machine Learning - Basic pointsMac
- Machine Learning (1) - Linear RegressionMac
- Extreme Learning Machine 翻譯REMMac
- pages bookmarks for machine learning domainMacAI
- Machine Learning（13）- Random ForestMacrandomREST
- Machine Learning (10) - Decision TreeMac
- Machine learning terms_01Mac
- Machine Learning (5) - Training and Testing DataMacAI
- SciTech-BigDataAIML-Machine Learning TutorialsAIMac
- 《深度學習》PDF Deep Learning: Adaptive Computation and Machine Learning series深度學習APTMac
- Machine Learning Yearning 要點筆記Mac筆記
- Machine Learning（14） - K Fold Cross ValidationMacROS
- Machine Learning (6) - Logistic Regression (Binary Classification)Mac
- Machine Learning (8) - Logistic Regression (Multiclass Classification)Mac
- MATH38161 Multivariate Statistics and Machine LearningMac
- MPHY0041 Machine Learning in Medical ImagingMac
- Machine Learning（機器學習）之二Mac機器學習
- Machine Learning（機器學習）之一Mac機器學習
- 使用Octave來學習Machine Learning(二)Mac
- Machine Learning 機器學習筆記Mac機器學習筆記
- Machine Learning With Go 第4章：迴歸MacGo
- Monetizing Machine Learning.pdf 免費下載Mac
- machine learning model(algorithm model) .vs. statistical modelMacGo
- Matlab機器學習3（Machine Learning Onramp）Matlab機器學習Mac
- 論文閱讀：《Learning by abstraction: The neural state machine》Mac
- Coursera 吳恩達《Machine Learning》視訊 + 作業吳恩達Mac
- 《Machine Learning in Action》—— 剖析支援向量機，優化SMOMac優化
- 【論文筆記】Neural machine translation by jointly learning to align and translate筆記Mac
- Machine Learning (11) - 關於 Decision Tree 的小練習Mac
- 閱讀翻譯Mathematics for Machine Learning之2.8 Affine SubspacesMac
- 閱讀翻譯Mathematics for Machine Learning之2.7 Linear MappingsMacAPP
- 閱讀翻譯Mathematics for Machine Learning之2.5 Linear IndependenceMac
- Auto Machine Learning 自動化機器學習筆記Mac機器學習筆記
- 吳恩達《Machine Learning Yearning》完整中文版開源吳恩達Mac