SKILL TRACK

Statistics Fundamentals with R

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

Join

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 lear to add multiple variables to linear models and to use logistic regression for classification.

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

See all 5 courses

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

Ready To Learn

Join 4,080,000 Data Science Enthusiasts today!

Create Free Account Now Get Full Access

© 2019 DataCamp Inc.