Santos Data Wrangling with R

Load, explore, transform and visualize data for modeling with tidyverse libraries
1. Auflage 2023
ISBN: 978-1-80323-765-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 384 Seiten

No detailed description available for "Data Wrangling with R".

Autoren/Hrsg.

Santos, Gustavo R

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur

Inhaltsverzeichnis

Table of Contents - Fundamentals of Data Wrangling
- Load & Explore Datasets
- Basic Data Visualization
- Working with Strings
- Working with Numbers
- Working with Date and Time objects
- Transformations with Base R
- Transformations with tidyverse libraries
- Exploratory Data Analysis
- Introduction to ggplot2
- Enhanced Visualizations with ggplot2
- Other Data Visualization Options
- Build Your First Model
- Build an Application with Shiny in R

Über Autor(innen)

Santos Gustavo R:

Gustavo R Santos has worked in the Technology Industry for 13 years, improving processes, and analyzing datasets and creating dashboards. Since 2020, he has been working as a Data Scientist in the retail industry, wrangling, analyzing, visualizing and modeling data with the most modern tools like R, Python and Databricks. Gustavo also gives lectures from time to time at an online school about Data Science concepts. He has a background in Marketing, is certified as Data Scientist by the Data Science Academy Brazil and pursues his specialist MBA in Data Science at the University of São Paulo