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

Zhang, Nailong

Brossura

ISBN 10: 0367895862 ISBN 13: 9780367895860

Casa editrice: Routledge, 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.

Dettagli dell'edizione

• Editore: Routledge
• Data di pubblicazione: 2020
• Lingua: Inglese
• ISBN 10: 0367895862
• ISBN 13: 9780367895860
• Rilegatura: Copertina flessibile
• 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