Probability Foundations for Data Science and AI
Completed by Matthew Ferguson
December 23, 2023
42 hours (approximately)
Matthew Ferguson'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: Correlation Analysis
- Category: Bayesian Statistics
- Category: Data Collection
- Category: Probability
- Category: Probability & Statistics
- Category: Statistical Analysis
- Category: Applied Mathematics
- Category: Probability Distribution
- Category: Data Analysis
