Title: A Tour of Data Science: Learn R and Python in Parallel (Chapman & Hall/CRC Data Science Series)
Publisher: Chapman & Hall
Publication Date: 2020
Language: English
ISBN 10: 0367897067
ISBN 13: 9780367897062
Binding: Hardcover
Condition: New

About this title

Synopsis

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.

About the Author

Nailong Zhang is lead Data Scientist at Mass Mutual Life Insurance Company.

"About this title" may belong to another edition of this title.

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