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Course overview
In this course, you’ll begin by learning control flow (including if-else statements) and conditionals. You’ll then move into learning about functions and functional programming. You’ll also learn about iteration, how to write for loops and while loops, and when and why you might choose to write a for loop instead of employing vectorization in R.
Best of all, you’ll learn by doing — you’ll practice and get feedback directly in the browser. At the end of the course, you’ll work on the first part of a guided project that will enable you to apply control flow loops and functions to create a reusable data workflow.
Key skills
- Understanding control flow, iteration, and functional programming in R
- Writing if-else statements, for and while loops, and much more
- Replicating your code using iterations
- Writing function using R
Course outline
Control Flow, Iteration, and Functions in R [4 lessons]
Control Flow in R 2h
Lesson Objectives- Employ if-else statements
- Implement curly bracket notation with control flow
- Employ a for loop in R
- Employ a while loop in R
Iterations in R 1h
Lesson Objectives- Evaluate the importance of iteration
- Employ a for loop to replicate your code
- Employ a while loop to replicate your code
- Identify the importance of vectorization in the tidyverse libraries
Guided Project: Creating An Efficient Data Analysis Workflow 1h
Lesson Objectives- Expand your portfolio with a workflow project
Projects in this course
Creating An Efficient Data Analysis Workflow
For this project, you’ll act as a data analyst for a company selling programming books to analyze sales data and extract useful insights to determine the most profitable titles.
The Dataquest guarantee
Dataquest has helped thousands of people start new careers in data. If you put in the work and follow our path, you’ll master data skills and grow your career.
We believe so strongly in our paths that we offer a full satisfaction guarantee. If you complete a career path on Dataquest and aren’t satisfied with your outcome, we’ll give you a refund.
Master skills faster with Dataquest
Go from zero to job-ready
Learn exactly what you need to achieve your goal. Don’t waste time on unrelated lessons.
Build your project portfolio
Build confidence with our in-depth projects, and show off your data skills.
Challenge yourself with exercises
Work with real data from day one with interactive lessons and hands-on exercises.
Showcase your path certification
Share the evidence of your hard work with your network and potential employers.