4.37 (25 reviews)
☑ This is a R crash course for anyone who previously had no or very little contact with script-based programming in R
☑ The main goal is to establish the basic understanding needed for more advanced courses that uses R language, RStudio and R-programming
☑ Learn how to install R and RStudio on your computer
☑ The best about this course that in very concise manner: you will be able to learn all the fundamentals of R-programming in 2 hours!
☑ You will learn Package Management in R & RStudio
☑ How to calculate in R & RStudio
☑ All data types in R-language
☑ Learn about data frames, indexing data frames and dealing with the missing values in R & RStudio
☑ Learn about functions, control structures and for loops in R & RStudio
☑ All the R-scripts used in this course will be also provided to you
'R Crash Course - a short and concise introduction to R and R Studio, R-programming for the Beginners'
This is an R crash course for anyone who previously had no or very little contact with script-based programming in R.
The main goal is to establish the basic understanding needed for more advanced courses that use the R language, RStudio, and R-programming for example, for data science, machine learning, or statistical analysis in R. This is also a baseline course that I will recommend to my students to take to refresh their knowledge on learning R-programming language for my upcoming data science courses in R.
The best about this course that is in a very concise manner (2 hours!) you will be able to learn all the fundamentals of R-programming that will enable you to get started with R!
What will you learn in this course:
§ Package Management
§ Calculate with R
§ Data frames
§ Missing values
§ Control Structures
§ For loops
All the R-scripts used in this course will be also provided to you.
The course is ideal for professionals such as data scientists, statisticians, geographers, programmers, social scientists, geologists, and all other experts who need to use statistics & data science in their field.
This course is NOT for you if you an intermediate or advanced user of R and don't need an introduction to R programming!
Let’s get started!
Getting started - Installing R and RStudio
What is R and RStudio?
How to install R and RStudio in 2020
Lab: Install R and RStudio in 2020
Lab: Get started with R in RStudio
R Package Management & Calculations in R
Lab: Installing Packages and Package Management in R
Lab: Calculations in R
Variables in R and assigning Variables in R
Lab: Variables in R and assigning Variables in R
Overview of data types & structures
Overview of data types and data structures in R
Lab: Overview of data types and data structures in R
Data types and data structures: Vectors in R
Vectors' operations in R
Lab: Vectors' operations in R
Data types and data structures: Factors
Matrices, Lists and Dataframes
Data types and data structures: Matrices
Data types and data structures: Lists
An introduction to Dataframes
Indexing and querying Dataframes
Handling missing values in R
Functions, Control Structures, and For Loops in R
Overview of functions in R
Control Functions (if, if else, else, while, switch, repeat, break, return) in R
For Loops in R
I enjoyed the course material. Instructions were mostly clear, was able to find solutions in the Q&A when code was not working properly. Instructors were responsive when helping students. Can't wait to use what I learned here in work.
Never thought I could get R-programming this easy. Your teaching prower is amazing. I enjoyed every bit of it.
Full analytic and good course for someone who has no knowledge of machine learning in R. The instructor was excellent!
The course contains great information. The delivery of lectures has been made very interesting by the instructor