Statistics & Probability Courses and Certifications

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Intro to Statistics

39 reviews

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

University of Queensland

Statistics for Business Analytics: Probability

1 review

Learn probability fundamentals, conditional probability, and key distributions for practical business analytics applications.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

University of London

Probability and Statistics: To p or not to p?

1487 ratings at Coursera

Explore tools for informed decision-making in an uncertain world. Learn probability, statistics, estimation, hypothesis testing, and multivariate applications to enhance lifelong decision-making skills.

• Coursera
• 16 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics I: A Gentle Introduction to Probability

12 ratings at edX

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems.

• edX
• 3 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Probability and Statistics II: Random Variables – Great Expectations to Bell Curves

Explore discrete and continuous random variables, their properties, and applications. Learn about joint variables, independence, and correlation. Practice with R for statistical analysis.

• edX
• 4 weeks, 6-12 hours a week
• On-Demand
• Free Online Course (Audit)

Probability and Statistics III: A Gentle Introduction to Statistics

Explore probability distributions, statistical concepts, and estimation methods. Learn about normal distribution, Central Limit Theorem, and sampling distributions for practical applications in data analysis.

• edX
• 4 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Probability and Statistics IV: Confidence Intervals and Hypothesis Tests

Explore confidence intervals and hypothesis testing in statistics. Learn to formulate, interpret, and apply these methodologies to various probability distributions and real-world scenarios.

• edX
• 4 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Become a Probability & Statistics Master

13603 ratings at Udemy

Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions

• Udemy
• 15 hours 12 minutes
• On-Demand
• Paid Course

Probability and Statistics for Business and Data Science

7570 ratings at Udemy

Learn how to apply probability and statistics to real data science and business applications!

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Fundamentals of Statistics

10 reviews

Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 17 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Mastering Probability and Statistics

Comprehensive introduction to probability theory and statistics, covering descriptive and inferential techniques. Learn to apply concepts using R software on real datasets.

• edX
• 9 weeks, 4-6 hours a week
• On-Demand
• $298.00

London School of Economics and Political Science

Statistics 1 Part 1: Introductory statistics, probability and estimation

30 ratings at edX

The first in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 2 Part 1: Probability and Distribution Theory

The third in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Probability and Statistics for Machine Learning

Master essential probability and statistics concepts crucial for machine learning, from basic probability and descriptive statistics to hypothesis testing and linear regression analysis.

• CodeSignal
• On-Demand
• Free Certificate