Probability Foundations for Data Science and AI
Completed by Taishi Ono
September 8, 2025
42 hours (approximately)
Taishi Ono'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: Probability
- Category: Sampling (Statistics)
- Category: Applied Mathematics
- Category: Probability & Statistics
- Category: Statistical Analysis
- Category: Correlation Analysis
- Category: Bayesian Statistics
- Category: Data Collection
- Category: Probability Distribution
- Category: Data Analysis
