A Tour of Data Science：Learn R and Python in Parallel
商品資訊
系列名：Chapman & Hall/CRC Data Science Series
ISBN13：9780367895860
出版社：PBKTYFRL
作者：Nailong Zhang
出版日：2020/10/15
裝訂／頁數：平裝／216頁
規格：28cm*21cm (高/寬)
商品簡介
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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