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R Programming LiveLessons (Video Training): Fundamentals to Advanced

Course Cover

4.5

(6)

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Course Features

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Duration

10.16 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Self Paced

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Video Content

10.16 hours

Course Description

R Programming Lessons: Fundamentals to Advanced takes you through the most important aspects of R, the statistical programming language. It covers everything from modeling to complex modeling. It covers programming basics, visualizations, data munging and regression, classification, clustering and modern machine learning.

About the Author

Columbia University adjunct Professor, data scientist, and organizer of the New York Open Statistical Programming meetup Jared P. Lander explains the 20 percent of R functionality needed to achieve 80 percent of most statistical needs. This video is based upon R For Everyone. It is a condensed version from the course Mr. Lander teaches here at Columbia. You begin by installing R and setting up a productive working environment. Then you will learn how to program R and use these skills to prepare and munge data for analysis. Next, you will learn visualization, modeling, predicting and finally how to create reports and websites as well as R packages.

Course Overview

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Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

Learn about the topic R

Target Students

Data scientist, Columbia University adjunct Professor, author and organizer of the New York Open Statistical Programming meetup Jared P

Lander presents the 20 percent of R functionality to accomplish 80 percent of most statistics needs

This video is based on the material in R for Everyone and is a condensed version of the course Mr

Lander teaches at Columbia

You start with simply installing R and setting up a productive work environment

You then learn the basics of data and programming using these skills to munge and prepare data for analysis

You then learn visualization, modeling and predicting and close with generating reports and websites and building R packages

Course Instructors

Jared Lander

Instructor

Jared Lander is the instructor for this course

Course Reviews

Average Rating Based on 6 reviews

4.5

83%

17%

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