Sebastian Thrun
Founder and Executive Chairman, Udacity
Probability
This course is a comprehensive dive into the fundamental concepts and principles of probability. You’ll begin with basic probability theory, then progress to more complex topics such as binomial distributions, conditional probability, and Bayes’ Rule. These skills will enhance your ability to reason about uncertainty and make claims using data.
- Course
- Beginner
- 13 hours
- Updated: Sep 11, 2025
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates
Skills you'll learn
4 skills
- Conditional probability
- Probability distribution
- Bayes' theorem
- Basic probability
Prerequisites
3 prerequisites
Prior to enrolling, you should have the following knowledge:
- Basic descriptive statistics
- Basic arithmetic
- Elementary algebra
You will also need to be able to communicate fluently and professionally in written and spoken English.
Course Outline
- 6 lessons
- 1 project
Program Instructors
2 instructors
Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:
Josh Bernhard
Staff Data Scientist
Sebastian Thrun
Founder and Executive Chairman, Udacity
Josh Bernhard
Staff Data Scientist
About this program
This course is a comprehensive dive into the fundamental concepts and principles of probability. You’ll begin with basic probability theory, then progress to more complex topics such as binomial distributions, conditional probability, and Bayes’ Rule. These skills will enhance your ability to reason about uncertainty and make claims using data.
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates