Stanford University · CS109

Probability for Computer Scientists

面向计算机科学家的概率论

Probability, random variables, probabilistic models, inference, and applications to computing.

Subject：Probability and Statistics

Level：Undergraduate

Suggested stage：Years 2–3 (inferred)

Public-material edition：2026

Language：English

Videos：Not verified

Assignments / solutions：Available / Not verified

Prerequisites

Stanford CS 103 →Linear algebra →Multivariable Calculus →

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All official course content

Lectures, video, assignments and exams are separated so you do not have to hunt through the course homepage.

37 direct tasks

▶Lectures, video & readingCourse content in the official sequence27

✓Assignments & practiceOpen the matching problem or assignment page7

Problem Set 1 Problem Set 2 Problem Set 3 Problem Set 4 Problem Set 5 Problem Set 6 Probability challenge

◇Exams & quizzesOfficial quizzes, exams and review material3

Midterm 1 Midterm 2 Final exam

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Stanford Computer Science · verified 2026-07-31

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