文件名称：Foundations of Data Science
文件大小：2.38MB
文件格式：PDF
更新时间：2021-04-22 06:15:10
machine learning
contents: High-Dimensional Space, Best-Fit Subspaces and Singular Value Decomposition (SVD), Random Walks and Markov Chains, Machine Learning, Algorithms for Massive Data Problems: Streaming, Sketching, and Sampling, Clustering, Random Graphs, Topic Models, Nonnegative Matrix Factorization, Hidden Markov Mod- els, and Graphical Models, Wavelets