Open Learning Initiative: Probability and Statistics Course

This free, online course run by the Open Learning Initiative takes students through the basics of statistics and probability. Included are a range of practical exercises with instructions on how to download the data sets and complete the problems in a variety of different statistical software, including R and SPSS.

Syllabus   

• UNIT 1: Exploratory Data Analysis    
•     Module 1: Examining Distributions
•     Module 2: Examining Relationships
• UNIT 2: Producing Data    
•     Module 3: Sampling
•     Module 4: Designing Studies
• UNIT 3: Probability    
•     Module 5: Introduction (Probability)
•     Module 6: Finding Probability of Events
•     Module 7: Conditional Probability and Independence
•     Module 8: Random Variables
•     Module 9: Sampling Distributions
• UNIT 4: Inference    
•     Module 10: Introduction (Inference)
•     Module 11: Estimation
•     Module 12: Hypothesis Testing
•     Module 13: Inference for Relationships
•     Module 14: Inference for Relationships Continued