A Tour of Data Science: Learn R and Python in Parallel (Chapman & Hall/CRC Data Science Series) - Softcover

Zhang, Nailong

Softcover

ISBN 10: 0367895862 ISBN 13: 9780367895860

Publisher: Routledge, 2020

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 this title

About the Author

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

From the Back Cover

This book covers the fundamentals of data science, including programming, statistics, optimization, and machine learning in a single and short book. It does not cover everything, but instead, teaches the key concepts and topics. It also covers two of the most popular programming languages used in Data Science, R and Python, in one source.

Edition details

• Publisher: Routledge
• Publication date: 2020
• Language: English
• ISBN 10: 0367895862
• ISBN 13: 9780367895860
• Binding: Paperback
• Edition number: 1
• Number of pages: 216