Probability & Statistics for Machine Learning & Data Science
What you’ll 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
![](https://www.getaicourses.org/wp-content/uploads/2024/06/XDPCOURSEmachine-learning-probability-and-statistics.jpeg)
Price
Free
Language
English
Duration
33 Hours
Certificate
No
Course Pace
Self Paced
Course Level
Advanced
Course Category
Machine Learning
Course Instructor
DeepLearning.AI