Probability Foundations for Data Science and AI
Completed by Koen Ingenhoest
July 28, 2025
42 hours (approximately)
Koen Ingenhoest's account is verified. Coursera certifies their successful completion of Probability Foundations for Data Science and AI
What you will learn
Explain why probability is important to statistics and data science.
See the relationship between conditional and independent events in a statistical experiment.
Calculate the expectation and variance of several random variables and develop some intuition.
Skills you will gain
- Category: Sampling (Statistics)
- Category: Probability
- Category: Probability Distribution
- Category: Applied Mathematics
- Category: Probability & Statistics
- Category: Bayesian Statistics
- Category: Data Collection
- Category: Statistical Analysis
- Category: Data Analysis
- Category: Correlation Analysis
