Free Statistics Courses
Free statistics courses are offered online for free at universities like the Massachusetts Institute of Technology and Carnegie Mellon University. Students can access course materials from each school's website, though you won't receive grades or college credit.
Massachusetts Institute of Technology
MIT provides interested students with the chance to learn about statistics online for free. These courses cover areas of study like statistics for applications and nonparametrics and robustness.
- Topics in Statistics: Statistical Learning Theory
- Mathematical Statistics
- Statistics for Applications
- Topics in Statistics: Nonparametrics and Robustness
Carnegie Mellon University
Carnegie Mellon University offers courses in statistics online for free. Topics include logics and proofs, as well as causal and statistical reasoning. Students typically need specific software in order to fully engage with the provided course materials, including Flash, Java, Minitab or Statcrunch, depending on the course.
Open University
This course from Open University teaches students to work with data in boxplots and tabular form. Students can access multiple optional activities with solutions provided.
Johns Hopkins University
Johns Hopkins University offers statistics courses online for free. Course topics include statistics for psychosocial research and statistics for laboratory scientists.
- Statistical Reasoning I
- Statistical Reasoning II
- Statistics for Laboratory Scientists I
- Statistics for Laboratory Scientists II
- Statistics for Psychosocial Research: Structural Models
- Statistics in Psychosocial Research: Measurement
University of California at Berkeley
The statistics course at UC Berkeley is designed for social and life scientists. Course emphasis is on statistical inferences. The Stat 2 course is available on iTunes as a set of audio podcast lectures.
Free Online Statistics Courses At a Glance
| Course & School | Program Level | Format | Assignments | Quizzes & Exams | Downloadable |
|---|---|---|---|---|---|
| Topics in Statistics: Statistical Learning Theory course from MIT | Graduate | Text/lecture notes | Yes | No | Yes |
| Mathematical Statistics course from MIT | Graduate | Text/lecture notes/projects | Yes | Yes | Yes |
| Statistics for Applications course from MIT | Undergraduate | Text/lecture notes | Yes | Yes | Yes |
| Topics in Statistics: Nonparametrics and Robustness course from MIT | Graduate | Text/lecture notes | Yes | No | Yes |
| Probability & Statistics course from Carnegie Mellon University | Undergraduate | Text | Yes | Yes | No |
| Causal & Statistical Reasoning course from Carnegie Mellon University | Undergraduate | Text | Yes | Yes | No |
| Logics and Proofs course from Carnegie Mellon University | Undergraduate | Text | Yes | Yes | No |
| Interpreting Data: Boxplots and Tables course from Open University | Intermediate | Text | Yes | No | Yes |
| Statistical Reasoning I course from Johns Hopkins University | Unspecified | Text/audio | Yes | No | Yes |
| Statistical Reasoning II course from Johns Hopkins University | Unspecified | Text/audio | Yes | No | Yes |
| Statistics for Laboratory Scientists I course from Johns Hopkins University | Unspecified | Text | Yes | No | Yes |
| Statistics for Laboratory Scientists II course from Johns Hopkins University | Unspecified | Text | Yes | No | Yes |
| Statistics for Psychosocial Research: Structural Models course from Johns Hopkins University | Unspecified | Text | Yes | No | Yes |
| Statistics in Psychosocial Research: Measurement course from Johns Hopkins University | Unspecified | Text | Yes | No | Yes |
| Statistics 131A course from UC Berkeley | Undergraduate | Video lectures | No | No | Yes |
| Statistics 2 course from UC Berkeley | Undergraduate | Audio podcast | No | No | Yes |
