2014斯坦福大学机器学习mkv视频
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课程介绍
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机器学习课程2014源代码
教程和笔记
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1–1–Welcome(7min).mkv
1–2–WhatisMachineLearning_(7min).mkv
1–3–SupervisedLearning(12min).mkv
1–4–UnsupervisedLearning(14min).mkv
2–1–ModelRepresentation(8min).mkv
2–2–CostFunction(8min).mkv
2–3–CostFunction–IntuitionI(11min).mkv
2–4–CostFunction–IntuitionII(9min).mkv
2–5–GradientDescent(11min).mkv
2–6–GradientDescentIntuition(12min).mkv
2–7–GradientDescentForLinearRegression(6min).mkv
2–8–What_sNext(6min).mkv
3–1–MatricesandVectors(9min).mkv
3–2–AdditionandScalarMultiplication(7min).mkv
3–3–MatrixVectorMultiplication(14min).mkv
3–4–MatrixMatrixMultiplication(11min).mkv
3–5–MatrixMultiplicationProperties(9min).mkv
3–6–InverseandTranspose(11min).mkv
4–1–MultipleFeatures(8min).mkv
4–2–GradientDescentforMultipleVariables(5min).mkv
4–3–GradientDescentinPracticeI–FeatureScaling(9min).mkv
4–4–GradientDescentinPracticeII–LearningRate(9min).mkv
