Workshop in Probability and Statistics
What you will learn
By the end of this workshop you should be able to pass any introductory statistics course
This workshop will teach you probability, sampling, regression, and decision analysis
Section 1: Basic Probability and Terminology
Section 2: Joint and Conditional Probability
Section 3: Bayes' Rule & Random Variables
Section 4: Probability Distributions
Section 5: The Normal Distribution
Section 6: Joint Random Variables
Section 7: Sampling
Section 8: Hypothesis Testing
Section 9: Simple Linear Regression
Section 10: Multiple Regression
Section 11: Decision Analysis
Section 12: Section 12: Summary Assessment
This workshop will teach you the fundamentals of statistics in order to give you a leg up at work or in school.
- Knowledge of basic algebra
- Microsoft Excel (recommended)
This workshop is designed to help you make sense of basic probability and statistics with easy-to-understand explanations of all the subject's most important concepts. Whether you are starting from scratch or if you are in a statistics class and struggling with your assigned textbook or lecture material, this workshop was built with you in mind.
Who this course is for:
- Current students who are (or will soon be) taking a course in introductory statistics with their home institutions
- People in business who want a better grasp of probability and statistics.