The demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges. Data Analysis and Prediction Algorithms with R Last updated on Rafael A Irizarry The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. It includes a data handling and storage facility, operators for calculations, data analysis tools, and graphical facilities. Rather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. Search edX courses What is R programming R is a language and environment used to mine, organize, manipulate, and display data. Now check the list of Harvard University Free Course online available on edX. Its certificate is also helpful for resumes. You'll learn how to apply general programming features like "if-else," and "for loop" commands, and how to wrangle, analyze and visualize data. Overall, edX free courses provide basic knowledge of new skills. We'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You will learn the R skills needed to answer essential questions about differences in crime across the different states. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. For R, the basic reference is The New S Language: A Programming Environment for Data Analysis and Graphics by Richard A. Get fee details, duration and read reviews of Data. In this course you will learn how to program in R and how to use R for effective data analysis. A 9-course Professional Certificate series from edX. Learn Data Science: R Basics course/program online & get a certificate on course completion from edX.
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