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

Zhang, Nailong

Rilegato

ISBN 10: 0367897067 ISBN 13: 9780367897062

Casa editrice: Chapman and Hall/CRC, 2020

Riassunto

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.

Su questo libro

Informazioni sull'autore

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

Dalla quarta di copertina

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.

Dettagli dell'edizione

• Editore: Chapman and Hall/CRC
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 0367897067
• ISBN 13: 9780367897062
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 216
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania