8 Best Statistics Courses, Classes and Tutorials Online

We love Statistics. And you should too! Learn why, with these 8 Statistics online courses, classes and trainings with certificates. Every teacher has a different style. So make sure you check out different Statistics course previews to find a good fit. For these Statistics resources, we looked at different factors like the number of students, difficulty level, price (free vs paid), duration and instructor. Let’s get started!

Basic Statistics

Platform: Coursera

Learn the basics of statistics, including descriptive and inferential statistics, as well as basic probability. This course is designed to help build your confidence so that you can better understand higher-level statistics concepts.

The Basic Statistics class is available on Coursera and taught by Matthijs Rooduijn, a Doctor of Political Science, and Emiel van Loon, an Assistant Professor at the Institute for Biodiversity and Ecosystem Dynamics. You can opt-in to receive a certificate of completion at the end of the class.

Skills you will learn

• Learn the basics of statistics
• Understand descriptive statistics
• Explore basic probability concepts
• Analyze data, cases, and variables
• Understand correlation and regression
• Learn about confidence intervals and significance tests

This course is ideal for students who want to learn more about beginning-level statistics in order to prepare for more advanced concepts. It is designed to help you better understand the social and behavioral sciences from a statistics standpoint.

Introduction to Probability

Platform: edX
Duration: 5-10 hours/week for 7 weeks

Better understand the basics of probability and how it relates to other fields of knowledge. This course will enhance your problem-solving skills and teach you how to apply them in real life situations.

The Introduction to Probability class is available on Coursera and taught by Joseph Blitzstein, a Professor of Statistics at Harvard University.

Skills you will learn

• Explore concepts like uncertainty and randomness
• Understand the process of making solid predictions
• Learn some common probability distributions
• Develop problem-solving skills by using conditional probability
• Learn about expected values of random quantities

If you are hoping to pursue a career in a field that is related to statistics, this course is for you. From scientific fields to sports to finance, the information learned in this course is applicable to a wide variety of professional subjects.

Probability – The Science of Uncertainty and Data

Platform: edX
Duration: 10-14 hours/week for 16 weeks

An ideal course for building a foundational knowledge of probability and statistics. The knowledge you gain in this class will help you prepare to explore more complex statistical concepts in the future. You should have a good understanding of college-level calculus before enrolling in this course.

Probability – The Science of Uncertainty and Data is available on edX and taught by John Tsitsiklis a Professor of Electrical Engineering and Computer Science at MIT, along with a team of other professionals in the field.

Skills you will learn

We recommend this class for anyone who needs or wants to learn more about probability and data sciences. Many professional fields are connected to statistics, so this course will help you no matter your career path.

Fundamentals of Statistics

Platform: edX
Duration: 10-14 hours/week for 16 weeks

Learn the fundamentals of statistics in order to develop your decision-making skills. This class will help you understand the methods and mathematical principles associated with statistics.

The Fundamentals of Statistics class is available on edX and taught by Philippe Rigollet, an Associate Professor at Massachusetts Institute of Technology, and Jan-Christian Hütter, a Teaching Assistant at Massachusetts Institute of Technology.

Skills you will learn

• Understand the principles of making statistical inferences
• Practice making estimations and predictions
• Learn about confidence intervals and hypothesis testing
• Understand the goodness of fit test
• Analyze dimension reduction using PCA
• Make predictions using linear models

An ideal course for those who seek to understand statistics using mathematics as a foundation. Anyone who wants to tackle advanced-level statistics concepts should take this course in order to solidify their conceptual knowledge.

Workshop in Probability and Statistics

Platform: Udemy

The Workshop in Probability and Statistics course is available on Udemy and taught by George Ingersoll | MBA & PhD. There are currently 21,857 students enrolled in this online class. Udemy courses also come with certification for your Linkedin profile.

Skills you will learn

• Learn basic terms associated with probability
• Understand both joint and conditional probability
• Explore random variables
• Practice normal distributions and joint random variables
• Learn hypothesis testing processes
• Understand linear regressions

If you need a basic understanding of statistics to be successful in your professional life, this is a great choice for you. Alternately, this class is perfect for students who are preparing for other levels of statistics classes.

Statistics with R

Platform: Coursera
Duration: Approx. 4 hours/week for 7 months

This statistics course will teach you to analyze data and create reports of your findings. No prior experience is required, but by the end, you will have mastered statistics with R. Upon completion, you will receive a certificate that you can show to prospective employers and professional connections.

Statistics with R is available on Coursera and is taught by Mine Çetinkaya-Rundel, Colin Rundel, David Banks, and Merlise A. Clyde, all Professors of Statistics.

Skills you will learn

• Learn the basics of probability and data
• Understand the foundations of inferential statistics
• Explore linear regressions
• Practice Bayesian statistics
• Develop a deeper understanding of R programming

This course is perfect for those who wish to learn more about R programming in relation to statistics. The knowledge learned in this course is especially useful for those pursuing careers in data science or statistical analysis.

Probability and Statistics: Psychology and Business statistic

Platform: Udemy

A comprehensive look at psychology statistics and business statistics. This course will solidify your understanding of statistics so that you can apply your knowledge to the fields of psychology and business. You will receive a certificate of completion at the end of this course.

Probability and Statistics: Psychology and Business Statistics is available on Udemy and taught by Ermin Dedic, SAS programmer and expert in statistics and data science. Over 600 students have already signed up for the class.

Skills you will learn

• Understand descriptive statistics at a basic level
• Explore normal distribution
• Learn about probability, samples, and hypothesis testing
• Find critical regions and proportions using tables
• Explore a variety of statistical tests and techniques
• Understand the most important statistical concepts and procedures

If you are interested in pursuing a career in psychology or business and need a basic foundation of statistical knowledge in order to be successful in your field, this is a great course for you. Likewise, students currently enrolled in other statistics courses may find this online class to be a useful tool for studying or preparing for major exams. Interested in Psychology? Check out these psychology online courses.

Introduction to Statistics

Platform: Udemy
Duration: Almost 3 hours

Learn how the basics of statistics in order to understand how they apply to a variety of other sciences. If you are studying natural, social, or behavioral sciences, this course will lend itself nicely to what you are already learning. You will receive a certificate upon completion.

The Introduction to Statistics course is available on Udemy and taught by Quantitative Specialists, a group of professionals specializing in statistics, research design, and measurement. The class is very popular with over 1,000 enrolled students.

Skills you will learn

• Define central tendency