SKILL TRACK

Statistics Fundamentals with R

Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.

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R Language
20 hours
5 Courses

1

Introduction to Data

Learn the language of data, study types, sampling strategies, and experimental design.

4 hours Play preview

Mine Cetinkaya-Rundel

Associate Professor at Duke University & Data Scientist and Pr...
2

Exploratory Data Analysis

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

4 hours Play preview

Andrew Bray

Assistant Professor of Statistics at Reed College
3

Correlation and Regression

Learn how to describe relationships between two numerical quantities and characterize these relationships graphically.

4 hours Play preview

Ben Baumer

Assistant Professor at Smith College
4

Multiple and Logistic Regression

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classificat...

4 hours Play preview

Ben Baumer

Assistant Professor at Smith College
5

Experimental Design in R

In this course you'll learn about basic experimental design, a crucial part of any data analysis.

4 hours Play preview

kaelen medeiros

Data Scientist, Product at DataCamp
Statement of accomplishment

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Mine Cetinkaya-Rundel

Associate Professor at Duke University & Data Scientist and Professional Educator at RStudio

Andrew Bray

Assistant Professor of Statistics at Reed College

Assistant Professor at Smith College

kaelen medeiros

Data Scientist, Product at DataCamp

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