Statistics & Probability Courses and Certifications

Decision Making with Probability & Statistics, Do it Right.

3023 ratings at Udemy

For Good, Data driven Business Decision-Making : Avoid Probability and Statistics Misconceptions and Mistakes.

• Udemy
• 2 hours 54 minutes
• Self-Paced
• Paid Course

Career Certificate

Statistics for Business Analytics

Answer business questions with statistics: calculate event probabilities, infer population values from samples, test differences between groups, and model relationships to forecast sales trends.

• edX
• 18 weeks, 4-8 hours a week
• Self-Paced
• $617.00
• 3 courses

Statistics

This course provides an overview of bachelor-level statistics. You will review the concepts of descriptive and inferential statistics. You will use the statistical software package R on real data to g

• edX
• 3 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Statistics for Business, Engineering and Social Sciences: I

Build statistical thinking through data summaries, probability, and probability distributions, with hands-on calculations in MS Excel for real-world applications.

• Swayam
• Available until Oct 31, 2026
• Free Online Course

Introduction to Data Science and Basic Statistics for Business

7 ratings at edX

In this course you will acquire statistical methods for decision making in business, as well as technological tools to develop quantitative skills. Areas such as " big data" require very clear knowled

• edX
• 4 weeks, 5-8 hours a week
• Self-Paced
• Free Online Course (Audit)

Calculate mean, median, mode, variance, standard deviation, and quartiles in R, then run t-tests to test hypotheses on housing, weather, and blood transfusion data.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

Statistics - A Full University Course on Data Science Basics

1 rating

Builds foundational statistics skills through sampling, experimental design, data summaries, distributions, correlation, probabilities, and the central limit theorem.

• freeCodeCamp
• 8 hours
• Self-Paced
• Free Video

MA121: Introduction to Statistics

1 rating

Work through statistics from data and probability to sampling distributions, confidence interval estimation, hypothesis tests, and linear regression.

• Saylor University
• 32 hours
• Self-Paced
• Free Certificate

BUS204: Business Statistics

1 rating

Learn business statistics: counting and probability distributions, the normal distribution, sampling distributions, estimation and hypothesis testing, and correlation and regression.

• Saylor University
• 53 hours
• Self-Paced
• Free Certificate

This course is designed to explain the fundamental of statistics.

• Stepik
• 6 hours
• Self-Paced
• Free Certificate

CrashCourse

Statistics by CrashCourse

1 rating

In 44 episodes, Adriene Hill teaches you Statistics! This course is based on the 2018 AP Statistics curriculum and introduces everything from basic descriptive statistics to data collection to hot topics in data analysis like Big Data and neural networks.

• Independent
• 9 hours
• Self-Paced
• Free Video

Bayesian Statistics: From Concept to Data Analysis

10 ratings

Learn Bayesian statistics from probability and Bayes' theorem to conjugate models for Bernoulli, Poisson, and normal data, plus Bayesian linear regression, using R or Excel.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Meaning from Data: Statistics Made Clear

73 ratings at The Great Courses Plus

Learn how to understand statistical information and the role it plays in everything from political polls to stock performances in this course taught by a professor of Mathematics.

• The Great Courses Plus
• 12 hours 25 minutes
• Self-Paced
• Free Trial Available

Learning Statistics: Concepts and Applications in R

60 ratings at The Great Courses Plus

Learn to tame data by learning statistics using the R programming language, taught by an award-winning and innovative educator.

• The Great Courses Plus
• 11 hours 51 minutes
• Self-Paced
• Free Trial Available

Probability for Statistics and Data Science

1235 ratings at Udemy

Probability for improved business decisions: Introduction, Combinatorics, Bayesian Inference, Distributions

• Udemy
• 3 hours 40 minutes
• Self-Paced
• Paid Course