文件名称:宾夕法尼亚大学机器学习课件
文件大小:72.76MB
文件格式:ZIP
更新时间:2021-07-13 08:31:56
机器学习
宾夕法尼亚大学机器学习课件,涵盖机器学习的主要概念。
【文件预览】:
03_Evaluation.pdf
04_LinearClassificationPerceptron.pdf
03_kNN.pdf
08_EnsembleMethods.pdf
02_DecisionTrees.pdf
07_SVMs.pdf
04_LinearRegression.pdf
15_ImageFeatures.pdf
12_DeepLearning.pdf
15_DimensionalityReduction.pdf
16_NetworkLearning.pdf
06_LearningTheory.pdf
03_DTree_Overfitting.pdf
01_introduction.pdf
13_Unsupervised Learning.pdf
14_ReinforcementLearning.pdf
11_NeuralNets.pdf
09_NaiveBayes.pdf
10_TextClassificationROC.pdf
05_LogisticRegression.pdf
09_ProbabilityReview.pdf
17_LargeScaleLearning.pdf