青松

Section one of Machine Learning1.1 Words Listmachine learning 机器学习algorithm 算法regression 回归classcational problem 分类问题benign && malignance 良性 & 恶性Machine Learning def...

Part Ⅱ2.1 The word listlinear regression 线性回归gradient descent 梯度下降learning rate 学习率stochastic gradient descent 随机梯度下降法Matrix derivatives 矩阵求导2.2 Gradient descent conceptGradient descent is k...

Part Ⅲ3.1 Words listover fitting 过拟合under fitting 欠拟合locally weighted linear regression 局部加权线性回归parametric learning algorithm 参数学习算法exponential decay function 指数衰减函数maximum likelihood 似然最大化di...

Part Ⅳ4.1 Word listlogistic regression logistic 回归exponential family 指数族Newton’s method 牛顿方法generalized linear models 广义线性模型4.2 The Newton’s methodThe Newton’s method is a method for solvin...