Modeling Data With Functional Programming in R, Volume 1

This book provides a practical introduction to functional programming for data scientists.

List of contents

I. Departure. 1. Introduction. 2. A model development environment. 3. Model development workflows. 4. Data structures in data science. II. Initiation. 5. Functions as a lingua franca. 6. Computing strategies. 7. Common data transformations. 8. Computational system architecture. 9. Migrating data sources. 10. Case studies

Summary

This book provides a practical introduction to functional programming for data scientists.

Product details

• Authors: Brian Rowe, Brian (Financial Engineering Program At Baru Rowe
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Release: 31.05.2019, delayed
• EAN: 9781138361324
• ISBN: 978-1-138-36132-4
• No. of pages: 250
• Series: Chapman & Hall/CRC The R Series; Chapman & Hall/CRC The R Series
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Programming languages; BUSINESS & ECONOMICS / Statistics, MATHEMATICS / Probability & Statistics / General, Probability & statistics, Databases, Probability and statistics, COMPUTERS / Data Science / Data Analytics, Functional programming