Probability Theory and Regression for Predictive Analytics
Completed by Tossaporn Sarnjaroen
October 20, 2025
12 hours (approximately)
Tossaporn Sarnjaroen's account is verified. Coursera certifies their successful completion of Probability Theory and Regression for Predictive Analytics
What you will learn
Calculate conditional probabilities and apply Bayes' Theorem for data inference.
Understand and apply various probability distributions for statistical analysis.
Perform ordinary least squares regression to fit linear models to data.
Analyze datasets using advanced regression techniques in Python.
Skills you will gain
- Category: Probability Distribution
- Category: Statistical Software
- Category: Logistic Regression
- Category: Python Programming
- Category: Regression Analysis
- Category: Machine Learning
- Category: Probability
- Category: Algorithms
- Category: Predictive Analytics
- Category: Statistical Modeling
- Category: Statistical Methods
- Category: Probability & Statistics
