Probability Foundations for Data Science and AI
Completed by Taylor Johnson
August 26, 2024
42 hours (approximately)
Taylor Johnson'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: Bayesian Statistics
- Category: Data Collection
- Category: Probability Distribution
- Category: Correlation Analysis
- Category: Probability & Statistics
- Category: Applied Mathematics
- Category: Statistical Analysis
- Category: Data Analysis
