Python and R for the Modern Data Scientist: The Best of Both Worlds
by: Rick J. Scavetta and Boyan Angelov
Publisher finelybook 出版社: O’Reilly Media; 1st edition (July 13,2021)
Language 语言: English
Print Length 页数: 198 pages
ISBN-10: 1492093408
ISBN-13: 9781492093404
Book Description
By finelybook
Success in data science depends on the flexible and appropriate use of tools. That includes Python and R,two of the foundational programming languages in the field. This book guides data scientists from the Python and R communities along the path to becoming bilingual. By recognizing the strengths of both languages,you’ll discover new ways to accomplish data science tasks and expand your skill set.
Authors Rick Scavetta and Boyan Angelov explain the parallel structures of these languages and highlight where each one excels,whether it’s their linguistic features or the powers of their open source ecosystems. You’ll learn how to use Python and R together in real-world settings and broaden your job opportunities as a bilingual data scientist.
Learn Python and R from the perspective of your current languageUnderstand the strengths and weaknesses of each languageIdentify use cases where one language is better suited than the otherUnderstand the modern open source ecosystem available for both,including packages,frameworks,and workflowsLearn how to integrate R and Python in a single workflowFollow a case study that demonstrates ways to use these languages together
