Probability Foundations for Data Science and AI
Completed by Sanjay Nana Lakshmanan
February 8, 2026
42 hours (approximately)
Sanjay Nana Lakshmanan'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: Sampling (Statistics)
- Category: Probability & Statistics
- Category: Probability
- Category: Correlation Analysis
- Category: Bayesian Statistics
- Category: Data Collection
- Category: Data Analysis
