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

A Tour of Data Science (Chapman & Hall/CRC Data Science Series) 1st Edition
by Nailong Zhang (Author)
Publisher Finelybook 出版社 : Routledge; 1st edition (November 12, 2020)
Language 语言: English
pages 页数: 216 pages
ISBN-10 书号: 0367895862
ISBN-13 书号 : 9780367895860
The Book Description robot was collected from Amazon and arranged by Finelybook
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.
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