Statistics & Probability

Learn statistics with any of the resources in this section, from online classes to videos to apps, and more. Statistics is critical to understand fully if you're considering a career in Data Science or as an analyst. Topics in Statistics typically include combinations, permutations, means and averages, standard deviations, correlation, probability, and distributions.

What is Statistics & Probability?

Statistics is the practice or science of collecting and analyzing numerical data in large quantities and drawing conclusions from it. The term statistics refers to the data collected, while the term probability refers to the likelihood that an event will occur.

Probability is the branch of mathematics that deals with the analysis of random events. Probability is used to determine the likelihood that an event will occur. Probability is also used to analyze the behavior of random variables.

Statistics & Probability Resources

The Manga Guide to Statistics

The Manga Guide to Statistics

The Manga Guide to Statistics will teach you everything you need to know about this essential discipline, while entertaining you at the same time. With its unique combination of Japanese-style comics called manga and serious educational content, the...

Introductory Business Statistics

Introductory Business Statistics

Introductory Business Statistics is designed to meet the scope and sequence requirements of the one-semester statistics course for business, economics, and related majors. Core statistical concepts and skills have been augmented with practical busine...

Life of Fred: Statistics, Expanded Edition

Life of Fred: Statistics, Expanded Edition

This book contains more statistics than is usually taught in a college course. It covers… Descriptive Statistics (averages, measures of dispersion, types of distributions) Probability Bayes' Theorem From a Given Population Determine W...

The Signal and the Noise: Why So Many Predictions Fail - But Some Don't

The Signal and the Noise: Why So Many Predictions Fail - But Some Don't

Nate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became a national sensation as a blogger—all by the time he was thirty. He solidified his standing as the nation&#821...

Introductory Statistics

Introductory Statistics

Introductory Statistics follows scope and sequence requirements of a one-semester introduction to statistics course and is geared toward students majoring in fields other than math or engineering. The text assumes some knowledge of intermediate algeb...

Probability and statistics

Probability and statistics

Practice probability and statistics skills on IXL, have fun, and win awards!...

Worldmapper cartogram of world CO2 emissions per capita resized by data

Worldmapper

Hundreds of free world cartograms that resize each country according to data instead of land area.

Gapminder Tools animated bubble chart showing world development data by country

Gapminder Tools

Free interactive bubble charts that let students explore world development data for every country since 1800.

Introduction to Probability Online Course

Introduction to Probability Online Course

Join Dr. William Murray in his Introduction to Probability online course where every lesson begins with a clear overview of formulas followed by step-by-step examples. Dr. Murray focuses on the understanding and application of formulas rather than de...

MA121: Introduction to Statistics

MA121: Introduction to Statistics

If you invest in financial markets, you may want to predict the price of a stock in six months from now on the basis of company performance measures and other economic factors. As a college student, you may be interested in knowing the dependence of...

Applying mathematical reasoning

Applying mathematical reasoning

This tutorial is less about statistics and more about interpreting data—whether it is presented as a table, pictograph, bar graph or line graph. Good for someone new to these ideas. For a student in high school or college looking to learn stati...

K12MATH014: Advanced Statistics

K12MATH014: Advanced Statistics

The course is divided into 10 units of study. The first two units are devoted to simple statistical calculations and graphical representations of data. Most of this material will be familiar to you from previous math or science courses. Unit 3 is dev...