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skill track

Statistical Inference with R

Familiarize yourself with the core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.

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1
R
Foundations of Inference

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

4 hours

Jo Hardin Headshot

Jo Hardin

Professor at Pomona College

2
R
Inference for Categorical Data in R

In this course you'll learn how to leverage statistical techniques for working with categorical data.

4 hours

Andrew Bray Headshot

Andrew Bray

Assistant Professor of Statistics at Reed College

3
R
Inference for Numerical Data in R

In this course you'll learn techniques for performing statistical inference on numerical data.

4 hours

Mine Cetinkaya-Rundel Headshot

Mine Cetinkaya-Rundel

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

4
R
Inference for Linear Regression in R

In this course you'll learn how to perform inference using linear models.

4 hours

Jo Hardin Headshot

Jo Hardin

Professor at Pomona College

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