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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R Language
16 hours
4 Courses

1

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 Play preview

Jo Hardin

Professor at Pomona College
2

Inference for Categorical Data

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

4 hours

Andrew Bray

Assistant Professor of Statistics at Reed College
3

Inference for Numerical Data

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

4 hours

Mine Cetinkaya-Rundel

Associate Professor at Duke University & Data Scientist and Pr...
4

Inference for Linear Regression

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

4 hours

Jo Hardin

Professor at Pomona College
Statement of accomplishment

Jo Hardin

Professor at Pomona College

Andrew Bray

Assistant Professor of Statistics at Reed College

Mine Cetinkaya-Rundel

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

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Statistical Inference with R

Foundations of Inference

Inference for Categorical Data

Inference for Numerical Data

Inference for Linear Regression

Statement of accomplishment

Ready To Learn

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Statistical Inference with R

Foundations of Inference

Inference for Categorical Data

Inference for Numerical Data

Inference for Linear Regression

Statement of accomplishment

Ready To Learn