Introduction to Probability for Computer Scientists
Examine the application of probability in the computer science field and how it is used in the analysis of algorithms. Learn how probability theory has become a powerful computing tool and what current trends are causing the need for probabilistic analysis. Acquire an important understanding about randomness and its influence on the computing decisions made every day.
Topics Include
- Counting and combinatorics
- Conditional probability and independence
- Discrete, normal, conditional and beta distributions
- Point estimation
- Limit theorems
Course Page
Price
$7,280.00
Subject to change
Delivery
Online, instructor-led
Level
Introductory
Commitment
10 weeks, 10-20 hrs/week
Credit
Foundations in Computer Science Graduate Certificate
Introductory Programming Graduate Certificate
School
Stanford School of Engineering
Language
English