数据科学基础Foundations of Data Science
FoundationsofDataScience∗AvrimBlum,JohnHopcroftandRavindranKannanThursday9thJune,2016美国学校的教材,系统讲述机器学习、深度学习的数学问题目录:2High-DimensionalSpace3Best-FitSubspacesandSingularValueDecomposition(SVD)4RandomGraphs5RandomWalksandMarkovChains6MachineLearning7AlgorithmsforMassiveDataProblems:Streaming,
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