Completion Certificate for Probability & Statistics for Machine Learning & Data Science

June 12, 2025

33 hours (approximately)

Dan Landayan's account is verified. Coursera certifies their successful completion of Probability & Statistics for Machine Learning & Data Science

What you will learn

Describe and quantify the uncertainty inherent in predictions made by machine learning models
Visually and intuitively understand the properties of commonly used probability distributions in machine learning and data science
Apply common statistical methods like maximum likelihood estimation (MLE) and maximum a priori estimation (MAP) to machine learning problems
Assess the performance of machine learning models using interval estimates and margin of errors