Data Science and Analytics using R programming

1,241 students enrolled

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Learn to Describe, Visualize and Analyze data using R; Learn basic Statistical Inference and Regression Methods using R

1,241 students enrolled

What Will I Learn?

- Program using R up to an intermediate level
- Learn how to use R Studio
- Learn to install and use packages in R
- Learn basic statistics
- Learn how to visualize data in R

Requirements

- Some prior programming experience (in any language) could prove helpful.
- Some background in basic Mathematics could prove helpful.

Description

This course teaches and demonstrates some of the most basic, yet crucial concepts in Data Science and Analytics.

- We will introduce
**R**and the features that make it so useful as a**Data Science**and**Data Analytics**platform. - We will introduce
**RStudio**, the most popular, free Integrated Development Environment for writing R code. - We will learn common methods for reading data into R and how to create and use
*dataframes*in R. - We will learn about
**R Packages**-- how to find them, install them and use them in R. - We will learn how to
**visualize univariate data**. In particular, we will learn how to use R to create common univariate graphs (e.g.*bar plots, histograms, density plots, box plots*) - We will learn how to summarize data in R, including the use of
*descriptive statistics*and*cross-tabulations*. - We will learn
**Statistical methods**for analyzing relationships between two variable using R (e.g.*correlations*,*t-tests*,*chi-square tests*). - We will learn more on how to
**visualize multi-variate data**. In particular, we will learn how to use R to visualize relationships among two or more variables (e.g.*scatter plots, scatter-plot matrices, line plots, correlograms, mosaic plots*).

Who is the target audience?

- This course is for you if you are a student or a working professional who want to learn Data Analytics
- This course is for you if you want to learn Programming, using R.
- This course is for you if you want to learn basic Statistics, using R.

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