Introduction to R

Why take this course?
🌟 Introduction to R: Master the Fundamentals of R Programming 🌟
Course Instructor: Jagannath Rajagopal
Course Description 📚
🚀 UPDATE: As of Nov 22, 2018, this course is now free for everyone! A heartfelt thank you to all my existing students who made it possible for a wider audience to benefit from the course material 😊.
Dive into the world of data analysis and interactive graphics with Introduction to R. This comprehensive course is your gateway to mastering the R language, designed to take you from a beginner to an advanced user step by step. With about 90 videos and 140+ exercise questions, spread across 10 meticulously crafted chapters, this course is your complete guide to understanding R.
Course Structure 🛠️
-
Getting Started with R
- Learn to Download and Install R & R Studio on your computer.
- Your first steps in R: understanding the basics.
-
Data Types and Operations in R
- A deep dive into R's data/object types.
- Mastering basic operations for a solid foundation.
-
Importing Data into R
- Techniques to import data sets for analysis.
- Understanding data sources, formats, and import functions.
-
Control Structures: Loops and Conditions
- Writing loops in R for efficient data processing.
- Using conditional statements to control the flow of your program.
-
R Analytics
- Exploring analytics with R, including data mining and analytical operations.
- A little about each object type in R and its application in analytics.
-
Statistics with R
- Evaluating descriptive statistics to understand your data.
- Probability distributions, hypothesis testing, linear modeling, GLMs, non-linear regression, and tree structures.
-
R Graphics
- Crafting 2-dimensional univariate and multivariate plots.
- A comprehensive guide to formatting various parts of a plot: layout, regions, points, lines, axes, text, color, and more.
-
Exporting Data and Creating Functions in R
- Techniques to export data from R effectively.
- Understanding how to create custom functions to automate tasks and enhance efficiency.
Learning Experience 🎓
Each chapter is meticulously designed to teach you new concepts in manageable sections. A typical sub-section includes:
- Concept Video: A clear and concise video explaining the concept.
- Exercise Sheet: Practical exercises to test your understanding of the concept learned.
- Exercise Video with Answers: Step-by-step guidance on solving the exercise, along with answers to verify your work.
Why Learn R? 🤔
R is everywhere! It's a powerful language used in statistical computing and graphics. From academia to industry, R plays a pivotal role in data analysis, visualization, and reporting. The demand for skilled R programmers continues to grow, making it an invaluable tool for anyone looking to work with data.
Why This Course? 🚀
- Speed Up Your Learning: I've designed this course to help you gain proficiency quickly, leveraging my own experience learning R through experimentation.
- Comprehensive Coverage: Whether you're a beginner or have some experience, this course will cover the breadth and depth of R to give you a solid understanding.
- Simple Explanations: I use plain language to explain complex concepts, making them accessible to everyone.
- Real World Data: Practice with exercises based on real-world data sets, enhancing your learning experience with relevant applications.
- Get Functional Fast: With dedication and practice, you can become functional in R in as little as little over a week.
Join us in this journey to unlock the power of R and transform your approach to data analysis and programming. Enroll now and take the first step towards mastering R! 📈🎉
Course Gallery




Loading charts...