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Machine-learning

Author-Su,heng-ming(Harrysu)
Stanford University machine learning project (Coursera)
Pratice 1 to pratice 8
ex1:Linear Regression 線性回歸
ex2:Logistic regression and Regulation 邏輯回歸、正則化
ex3:Multi-category logistic regression, Neural network多類別邏輯回歸、神經網絡
ex4:Back-end propagation neural network反向傳播神經網絡
ex5:Bias and Variance, Training set & Validation set & Test set偏差和方差、訓練集&驗證集&測試集
ex6:Support Vector Machine(SVM) 支持向量機
ex7:K-means和PCA(主要成分分析)
ex8:Anomaly Detection and Recommendation System異常檢測和推薦系統(協同過濾)

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