Introduction to Probability
Build a foundation in probability to better understand the likelihood of events.
16 Lessons
Level 1
Level 2
Level 3
Level 4
Level 5
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Predicting with Probability
Harness data to predict what lies ahead.
Course description
Answer real data questions using probability and simulation.
Topics covered
- Estimating Probability
- Rule of Sum
- Rule of Product
- Conditional Probability
- Bayes' Rule
- Dependence and Independence
- Cumulative Probabilities
- Probability Estimates
- Updating Probabilities
- Probability Simulation
Prerequisites and next steps
Use probability to represent and interpret data and events effectively. Decide how to work with dependent and independent events, apply Bayes' Rule to update probability estimates, and run simulations to better estimate outcomes.