株式会社極東書店トップ商品一覧A Tour of Data Science: Learn R and Python in Parallel.

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A Tour of Data Science: Learn R and Python in Parallel.

A Tour of Data Science: Learn R and Python in Parallel.

・ISBN 978-0-367-89706-2 hard GB£ 171.99

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 9781003020646
著者・編者Zhang, Nailong,
シリーズ (Chapman & Hall/CRC Data Science Series)
出版社 (Chapman & Hall/CRC, UK)
出版年月2020
ページ数216 pp.
言語ENG
ニュース番号<A00-39629>

解説

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 parallel
  • Cover statistics, programming, optimization and predictive modelling, and the popular data manipulation tools - data.table and pandas
  • Provides a concise and accessible presentation
  • Includes 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.