Introduction to R for Data Science
Rp500,000 Rp99,000
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Description
About this course
This course is part of the Microsoft Professional Program Certificate in Data Science.
R is rapidly becoming the leading language in data science and statistics. Today, R is the tool of choice for data science professionals in every industry and field. Whether you are full-time number cruncher, or just the occasional data analyst, R will suit your needs.
This introduction to R programming course will help you master the basics of R. In seven sections, you will cover its basic syntax, making you ready to undertake your own first data analysis using R. Starting from variables and basic operations, you will eventually learn how to handle data structures such as vectors, matrices, data frames and lists. In the final section, you will dive deeper into the graphical capabilities of R, and create your own stunning data visualizations. No prior knowledge in programming or data science is required.
What makes this course unique is that you will continuously practice your newly acquired skills through interactive in-browser coding challenges using the DataCamp platform. Instead of passively watching videos, you will solve real data problems while receiving instant and personalized feedback that guides you to the correct solution.
Enjoy!
What you’ll learn
- Introductory R language fundamentals and basic syntax
- What R is and how it’s used to perform data analysis
- Become familiar with the major R data structures
- Create your own visualizations using R
Estimate Time : 12 hours
Module 1 The Basics
- R: The true basics
- Basic Data Types
- Lab
Module 2 Vectors
- Create and Name vectors
- Vector Arithmetic
- Vector Subsetting
- Lab
Module 3 Matrices
- Create and name matrices
- Matrix subsetting
- Matrix Arithmetic
- Lab
Module 4 Factors
- Factors
- Lab
Module 5 List
- Create and Name list
- Subset and extend list
- Lab
Module 6 Data frames
- Explore Using Data Frame
- Subset, extend and sort your data frame
- Lab
Module 7 Graphics
- Basic Graphics
- Customizing your plots
- Multiple Plots
- Lab
Filip Schouwenaars
Main Course Developer DataCamp
Filip is the main course developer behind many of DataCamp’s interactive courses. His courses and tutorials were already taken by thousands of students across the world. DataCamp has trained more than 250,000 data scientists who’ve completed over 3.7 million interactive exercises.
Jonathan Sanito
Senior Content Developer Microsoft
Jonathan works as a content developer and project manager for Microsoft focusing in Data and Analytics online training. He has worked with trainings for developer and IT pro audiences, from Microsoft Dynamics NAV to Windows Active Directory.
Before coming to Microsoft, Jonathan worked as a consultant for a Microsoft partner, implementing Microsoft Dynamics NAV solutions.
Additional information
| Author / Publisher | Microsoft |
|---|---|
| Level | Intermediate |
| Language | English |
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