Probability Foundations for Data Science and AI
Completed by Yelnar Kavkenov
October 10, 2023
42 hours (approximately)
Yelnar Kavkenov'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: Probability & Statistics
- Category: Statistical Analysis
- Category: Data Collection
- Category: Probability
- Category: Bayesian Statistics
- Category: Correlation Analysis
- Category: Applied Mathematics
- Category: Data Analysis
- Category: Probability Distribution
