Familiarize yourself with the core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.
Overview
Syllabus
- Foundations of Inference in R
- Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.
- Inference for Categorical Data in R
- In this course you'll learn how to leverage statistical techniques for working with categorical data.
- Inference for Numerical Data in R
- In this course you'll learn techniques for performing statistical inference on numerical data.
- Inference for Linear Regression in R
- In this course you'll learn how to perform inference using linear models.
Taught by
Jo Hardin, Mine Cetinkaya-Rundel, and Andrew Bray
