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Analyze Data with R

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Overview

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Use R to process, analyze, and visualize data. Includes **Data Cleaning**, **Regression**, **Statistical Analysis**, **Visualization**, and more.

Syllabus

What Is R?

Welcome! You're about to dive into the world of R. Let's get familiar with R's strengths and the tools we'll be using in this course.

Introduction To Programming In R

Gain familiarity with basic data structures and essential coding concepts like control flow, loops, and functions in R.

Statistics In R

Learn how to calculate different descriptive statistics using R. Then use your new understanding of statistics to begin making hypotheses.

Working With Data In R

Get your hands dirty working with data frames in R. Learn how to clean, reshape, and investigate a variety of data sets!

Data Visualization In R

Learn how to create a variety of visualizations in R using the library ggplot2.

Introduction To Machine Learning In R

Dip your toes into the world of machine learning in R by learning how to build and interpret linear regression models.

Analyze Data With R Capstone Project

You're almost there! Now it's time to create one final project using everything you've learned.

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