Details

Tour of Data Science


Tour of Data Science

Learn R and Python in Parallel
Chapman & Hall/CRC Data Science Series

von: Nailong Zhang

56,24 €

Verlag: Chapman and Hall/CRC
Format: EPUB
Veröffentl.: 11.11.2020
ISBN/EAN: 9781000215274
Sprache: englisch
Anzahl Seiten: 206

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

A Tour of Data Science: Learn R and Python in Parallel covers the fundamentals of data science, including programming, statistics, optimization, and machine learning in a single short book. It does not cover everything, but rather, teaches the key concepts and topics in Data Science. It also covers two of the most popular programming languages used in Data Science, R and Python, in one source.Key features:Allows you to learn R and Python in parallelCover statistics, programming, optimization and predictive modelling, and the popular data manipulation tools data.table and pandasProvides a concise and accessible presentationIncludes machine learning algorithms implemented from scratch, linear regression, lasso, ridge, logistic regression, gradient boosting trees, etc.Appealing to data scientists, statisticians, quantitative analysts, and others who want to learn programming with R and Python from a data science perspective.

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