Probability Foundations for Data Science and AI
Completed by Phuong Minh Ngo
October 25, 2025
42 hours (approximately)
Phuong Minh Ngo'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: Statistical Analysis
- Category: Applied Mathematics
- Category: Probability Distribution
- Category: Data Analysis
- Category: Probability
- Category: Sampling (Statistics)
- Category: Bayesian Statistics
- Category: Data Collection
- Category: Correlation Analysis
- Category: Probability & Statistics
