# Free Online Probability and Statistics Courses

Master the science of data with probability and statistics courses. Learn about random variables, distributions, and hypothesis testing. A probability and statistics course is essential for data science and engineering.

32 Probability and Statistics Courses

#### Advanced Linear Models for Data Science 2: Statistical Linear Models

Johns Hopkins University

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic...

#### An Intuitive Introduction to Probability

University of Zurich

This course will provide you with a basic, intuitive and practical introduction into Probability Theory. You will be able to learn how to apply Probability Theory...

#### ANOVA and Experimental Design

University of Colorado Boulder

This second course in statistical modeling will introduce students to the study of the analysis of variance (ANOVA), analysis of covariance (ANCOVA), and experimental...

#### Bayesian Statistics

University of California, Santa Cruz

This Specialization is intended for all learners seeking to develop proficiency in statistics, Bayesian statistics, Bayesian inference, R programming, and much more....

#### Bayesian Statistics: Techniques and Models

University of California, Santa Cruz

This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data...

#### Bayesian Statistics: Time Series Analysis

University of California, Santa Cruz

This course for practicing and aspiring data scientists and statisticians. It is the fourth of a four-course sequence introducing the fundamentals of Bayesian statistics....

#### Business Statistics and Analysis

Rice University

The Business Statistics and Analysis Specialization is designed to equip you with a basic understanding of business data analysis tools and techniques. Informed...

#### Causal Inference

Columbia University

This course offers a rigorous mathematical survey of causal inference at the Master’s level. Inferences about causation are of great importance in science, medicine,...

#### Data Science Foundations: Statistical Inference

University of Colorado Boulder

This program is designed to provide the learner with a solid foundation in probability theory to prepare for the broader study of statistics. It will also introduce...

#### Data Science Methods for Quality Improvement

University of Colorado Boulder

Data analysis skills are widely sought by employers, both nationally and internationally. This specialization is ideal for anyone interested in data analysis for...

#### Data – What It Is, What We Can Do With It

Johns Hopkins University

This course introduces students to data and statistics. By the end of the course, students should be able to interpret descriptive statistics, causal analyses and...

#### Design of Experiments

Arizona State University

Learn modern experimental strategy, including factorial and fractional factorial experimental designs, designs for screening many factors, designs for optimization...

#### Forecasting US Presidential Elections with Mixed Models

Coursera Project Network

In this project-based course, you will learn how to forecast US Presidential Elections. We will use mixed effects models in the R programming language to build a...

#### Fundamentos de probabilidad y aplicaciones

Universidad de los Andes

Actualmente la probabilidad se ha convertido en una disciplina fundamental para científicos, ingenieros, economistas y administradores. La probabilidad es una poderosa...

#### Improving your statistical inferences

Eindhoven University of Technology

This course aims to help you to draw better statistical inferences from empirical research. First, we will discuss how to correctly interpret p-values, effect sizes,...

#### Inferential Statistics

Duke University

This course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret...

#### Inferential Statistics

University of Amsterdam

Inferential statistics are concerned with making inferences based on relations found in the sample, to relations in the population. Inferential statistics help us...

#### Inferenzstatistik

Duke University

This course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret...