Learn 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.
We have 33 resources for learning Statistics & Probability including educational Online Classes, Websites, Books, YouTube & Online Videos, and Worksheets & Printables, from providers such as Khan Academy, Duke University, Saylor Academy, and OpenStax.
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
1st - 3rd | Website
Series of lessons and exercises covering the basic concepts of data and statistics including probability, combinations, line graphs, pictographs, tally charts, and bar charts. Part of the BrainPOP...
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
Topics covered: Finding a central value Mean value Median value Modal value Quartiles and percentiles Standard deviations Correlation Probability Combinations and Permutations Binomial...
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...
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
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...
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...
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...
Introductory Business Statistics
College | Book, Kindle/ebook, Website, Worksheet/Printable
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...
Introductory Statistics
College | Book, Kindle/ebook, Website, Worksheet/Printable
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....
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
1st - 8th | Online resource
Practice probability and statistics skills on IXL, have fun, and win awards!
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.
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…
Statistics
High School - College | Online video/YouTube
Learn statistics with Professor Leonard. Topics: Data Analysis and Interpretation, Data Descriptors, Probability, Binomial and Normal Distributions, Confidence Intervals, and Hypothesis testing...
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...
Statistics Help
7th - High School | Online resource
Topics: Arithmetic mean Combinations Geometric mean Median Mode Rolling the dice
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...