The data science design manual / [electronic resource]
Skiena, Steven S.
The data science design manual / [electronic resource] Data science design manual Steven S. Skiena - Cham, Switzerland : Springer, 2017 - 1 online resource (xvii, 445 pages) : illustrations (some color)
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
9783319554440 (E-book)
MATHEMATICAL STATISTICS--DATA PROCESSING
QA 276.4 / S54D 2017
The data science design manual / [electronic resource] Data science design manual Steven S. Skiena - Cham, Switzerland : Springer, 2017 - 1 online resource (xvii, 445 pages) : illustrations (some color)
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
9783319554440 (E-book)
MATHEMATICAL STATISTICS--DATA PROCESSING
QA 276.4 / S54D 2017