TY - DATA AU - Skiena, Steven S. TI - The data science design manual SN - 9783319554440 (E-book) AV - QA 276.4 S54D 2017 PY - 2017/// CY - Cham, Switzerland PB - Springer KW - MATHEMATICAL STATISTICS KW - DATA PROCESSING N1 - What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale UR - https://drive.google.com/file/d/16oBeURWqAo0FZKs5mwLwRTx1RDFjrWPR/view?usp=sharing ER -