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


Publisher: Chapman and Hall/CRC ISBN-10: 0367897067, 0367895862 ISBN-13: 978-0367897062, 978-0367895860 ASIN: B08KGY4BCH


(Chapman & Hall/CRC Data Science Series) 1st Edition 

by Nailong Zhang (Author) 

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.


Year: 2021
Pages: 217
Language: English
Format: PDF
Size: 8 MB
Publisher: Chapman and Hall/CRC
ISBN-10: 0367897067, 0367895862
ISBN-13: 978-0367897062, 978-0367895860
Tag: Download Book A Tour of Data Science: Learn R and Python in Parallel