Statistics & Probability Online Classes

Explore 17 curated statistics & probability online classes for homeschoolers and educators. Each resource has been reviewed for quality before being listed.

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.

Inferential and Predictive Statistics for Business

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 concepts covered in the first part and move to predictio...

Probability and statistics

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....

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...

Inferential statistics

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 why this is reasonable), we can gaug...

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...

Data and statistics

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 popular, but the small sample size will not give you an a...

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Statistics Capstone Project

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 analysis will require the application of a variety of...

Statistical studies

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…...

Descriptive statistics

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 the differences between populations, sam...

Linear Regression and Modeling

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 analysis reports, demonstrate a conceptual understanding...

BUS204: Business Statistics

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 you have taken a statistics course in the past, you ma...

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...

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...

Mathematical Biostatistics Boot Camp 1

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 college-level mathematical training including a working knowledge...

Inferential Statistics

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 results of your analysis in a way that is interpretable f...

Basic Statistics

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 how to evaluate them. This course will also prepare y...

Introduction to Probability and Data

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 impact the scope of inference. A variety of exp...