Learn Statistics & Probability

The best videos, books, apps, and other learning resources our members recommend:

Applying mathematical reasoning

6th - 8th | Online class 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...

Basic Statistics

High School - College | Online class Understanding statistics is essential to understand research in the social and behavioral sciences. In this course you will learn the basics of statistics; not just how to calculate them, but also...

BUS204: Business Statistics

College | Online class This course will introduce you to business statistics, or the application of statistics in the workplace. Statistics is a course in the methods for gathering, analyzing, and interpreting data. If...

Combinations - Counting Using Combinations

7th - High School | Online video/YouTube Some combinatorics and discrete math basics. Combinations, permutations, and probability.

Data and statistics

High School - College | Online class In statistics, we try to make sense of the world by collecting, organizing, analyzing, and presenting large amounts of data. For example, you may survey your friends about what tv show is most...

Data, Probability and Statistics

7th - High School | Online resource

Descriptive statistics

College | Online class This is the foundational tutorial for the rest of statistics. We start thinking about how you can represent a set of numbers with one number that somehow represents the “center”. We then talk about...

General Statistics Online Course

College | Online resource Join Dr. Ji Son’s General Statistics online course which combines clear explanations of concepts, tons of diagrams, and step-by-step examples. Dr. Son also utilizes Excel to break down difficult...
$35 monthly

Inferential and Predictive Statistics for Business

High School - College | Online class In this course, you will learn the language of uncertainty and the statistical methods for making inferences and decisions on the basis of limited information and data. The course will build on...

Inferential Statistics

High School - College | Online class 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 p-values, and report the...

Inferential statistics

College | Online class The normal distribution (often referred to as the “bell curve” is at the core of most of inferential statistics. By assuming that most complex processes result in a normal distribution (we’ll see...

Introduction to Probability and Data

College | Online class This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes’ rule. You will examine various types of sampling methods, and discuss how such methods can...

Introduction to Probability Online Course

College | Online class 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...
$35 monthly

K12MATH014: Advanced Statistics

College | Online class 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...

Life of Fred: Statistics, Expanded Edition

High School - College | Book 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’...

Linear Regression and Modeling

College | Online class Linear Regression and Modeling is course 3 of 5 in the Statistics with R Specialization. In this Specialization, you will learn to analyze and visualize data in R and created reproducible data...

MA121: Introduction to Statistics

College | Online class 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...

Mathematical Biostatistics Boot Camp 1

College | Online class This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior...

Probability and statistics

7th - College | Online class Want a personalized probability and statistics experience? Missions recommend what to learn next, help you remember what you’ve learned by mixing skills, and save your progress.

Probability and statistics

1st - 8th | Online resource Practice probability and statistics skills on IXL, have fun, and win awards!
$10 monthly

Statistical studies

College | Online class Inferring population mean from sample mean Much of statistics is based upon using data from a random sample that is representative of the population at large. From that sample mean, we can infer thin…


High School - College | Online video/YouTube Topics: Data Analysis and Interpretation, Data Descriptors, Probability, Binomial and Normal Distributions, Confidence Intervals, and Hypothesis testing with One Sample.

Statistics Capstone Project

High School - College | Online class The capstone project will be an analysis using R that answers a specific scientific/business question provided by the course team. A large and complex dataset will be provided to learners and the...

Statistics Course Assistant

High School - College | Android, iPhone/iPad, Windows Get help and answers for your Statistics classes. Easy interface guides you through course topics and has calculators and solvers for your homework. Create a bar chart, histogram, or scatter plot...

Statistics Curriculum

9th - High School | Online resource Statistics Graphs and Statistical Presentation Visually Representing Numerical Data, Splitting up the Whole with Pie Graphs , Showing the Overlap with Venn Diagrams, Comparing Categories with Bar...
$360 yearly

Statistics Help

7th - High School | Online resource

Statistics & Probability

7th - College | Online video/YouTube HippoCampus.org is a free, core academic web site that delivers rich multimedia content—videos, animations, and simulations—on general education subjects to middle-school and high-school teachers...

The Manga Guide to Statistics

7th - College | Book 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...

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

College | Audio CD/MP3, Book, ebook/Kindle 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...

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