Computer ScienceScience & MathematicsEconomics & FinanceBusiness & ManagementPolitics & GovernmentHistoryPhilosophy

Advanced R Course

by Florian Privé

Advanced R Course

Subscribe to new books via telegram channel

DescriptionTable of ContentsDetailsHashtagsReport an issue

Book Description

It is impossible to become expert in R in only one training course. Yet, this course aims at giving a wide understanding of many aspects of R. Some external resources will be referred to in this book for you to be able to deepen what you would have learned in this course.

This course is originally composed of 9 sessions (3 hours each):
- R programming and good practices (1.5 sessions)
- Data analysis with the tidyverse (3.5 sessions)
- R code performance (2 sessions)
- R packages (1 session)
- Bonus: Shiny (1 session)

This open book is licensed under a Creative Commons License (CC BY-SA). Free download in PDF format is not available. You can read Advanced R Course book online for free.

Table of Contents

Chapter 1
Chapter 2
Good practices
Chapter 3
R programming
Chapter 4
Data analysis with the tidyverse
Chapter 5
Chapter 6
Chapter 7

Book Details

Advanced R Course
Computer Science

Related Books

Digital Business Models
The spread of the Internet into all areas of business activities has put a particular focus on business models. The digitalization of business processes is the driver of changes in company strategies and management practices alike. This textbook provides a structured and conceptual approach, allowing students and other readers to understand the com...
Introduction to Logic Circuits & Logic Design with VHDL
This textbook introduces readers to the fundamental hardware used in modern computers. The only pre-requisite is algebra, so it can be taken by college freshman or sophomore students or even used in Advanced Placement courses in high school. This book presents both the classical approach to digital system design (i.e., pen and paper) in addition ...
The little book about OS development
The OS kernel and this book were produced as part of an advanced individual course at the Royal Institute of Technology, Stockholm. The authors had previously taken courses in OS theory, but had only minor practical experience with OS kernel development. In order to get more insight and a deeper understanding of how the theory from the previous OS ...
Notes on Randomized Algorithms
Lecture notes for the Yale Computer Science course CPSC 469/569 Randomized Algorithms. Suitable for use as a supplementary text for an introductory graduate or advanced undergraduate course on randomized algorithms. Discusses tools from probability theory, including random variables and expectations, union bound arguments, concentration bounds, app...
Handbook of Life Course Health Development
This handbook synthesizes and analyzes the growing knowledge base on life course health development (LCHD) from the prenatal period through emerging adulthood, with implications for clinical practice and public health. It presents LCHD as an innovative field with a sound theoretical framework for understanding wellness and disease from a lifespan p...
Sequence Analysis and Related Approaches
This open access book provides innovative methods and original applications of sequence analysis (SA) and related methods for analysing longitudinal data describing life trajectories such as professional careers, family paths, the succession of health statuses, or the time use. The applications as well as the methodological contributions propo...