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CS 109

Introduction to Probability for Computer Scientists

  • autumn
  • winter
  • spring
  • 2019-2020

3 - 5 units

Letter or Credit/No Credit

Topics include: counting and combinatorics, random variables, conditional probability, independence, distributions, expectation, point estimation, and limit theorems. Applications of probability in computer science including machine learning and the use of probability in the analysis of algorithms. Prerequisites: 103, 106B or X, multivariate calculus at the level of MATH 51 or CME 100 or equivalent.

Fulfills

  • GER:DB-EngrAppSci

  • WAY-FR

  • WAY-AQR

Sections

  • DIS

    • Wednesday 4:30:00 PM - 5:50:00 PM @ 110-114

    • Wednesday 4:30:00 PM - 5:50:00 PM @ 200-013

    • Wednesday 4:30:00 PM - 5:50:00 PM @ 120-59

    • Wednesday 6:00:00 PM - 7:20:00 PM @ 200-105

    • Wednesday 6:00:00 PM - 7:20:00 PM @ 200-201

    • Thursday 10:30:00 AM - 11:50:00 AM @ Thornt210

    • Thursday 10:30:00 AM - 11:50:00 AM @ School of Education 208

    • Thursday 1:30:00 PM - 2:50:00 PM @ 160-120

    • Thursday 1:30:00 PM - 2:50:00 PM @ 110-101

    • Thursday 1:30:00 PM - 2:50:00 PM @ 380-381T

    • Thursday 3:00:00 PM - 4:20:00 PM @ 260-002

    • Thursday 3:00:00 PM - 4:20:00 PM @ Thornt207

    • Thursday 3:00:00 PM - 4:20:00 PM @ 380-381T

    • Thursday 4:30:00 PM - 5:50:00 PM @ 160-323

    • Thursday 4:30:00 PM - 5:50:00 PM @ Thornt211

    • Thursday 4:30:00 PM - 5:50:00 PM @ 260-002

    • Thursday 4:30:00 PM - 5:50:00 PM @ 120-59

    • Thursday 6:00:00 PM - 7:20:00 PM @ 50-52H

    • Thursday 6:00:00 PM - 7:20:00 PM @ School of Education 207

    • Thursday 6:00:00 PM - 7:20:00 PM @ 120-59

    • Friday 10:30:00 AM - 11:50:00 AM @ 120-59

    • Friday 9:30:00 AM - 10:50:00 AM @ Thornt207

  • LEC

    • Monday Wednesday Friday 1:30:00 PM - 2:50:00 PM @ Cubberley Auditorium with Lisa Yan

      May be taken for 3 units by graduate students.

  • DIS

    • -

  • LEC

    • Monday Wednesday Friday 1:30:00 PM - 2:50:00 PM @ Cubberley Auditorium with David Varodayan

  • DIS

    • Wednesday 12:30:00 PM - 1:20:00 PM

    • Wednesday 1:30:00 PM - 2:20:00 PM

    • Wednesday 2:30:00 PM - 3:20:00 PM

    • Wednesday 3:30:00 PM - 4:20:00 PM

    • Wednesday 4:30:00 PM - 5:20:00 PM

    • Wednesday 5:30:00 PM - 6:20:00 PM

    • Wednesday 6:30:00 PM - 7:20:00 PM

    • Wednesday 7:30:00 PM - 8:20:00 PM

    • Thursday 10:30:00 AM - 11:20:00 AM

    • Thursday 10:30:00 AM - 11:20:00 AM

    • Thursday 12:00:00 PM - 1:20:00 PM

    • Thursday 12:00:00 PM - 1:20:00 PM

    • Thursday 1:30:00 PM - 2:50:00 PM

    • Thursday 1:30:00 PM - 2:50:00 PM

    • Thursday 3:00:00 PM - 4:20:00 PM

    • Thursday 3:00:00 PM - 4:20:00 PM

    • Thursday 4:30:00 PM - 5:20:00 PM

    • Thursday 4:30:00 PM - 5:20:00 PM

    • Thursday 5:30:00 PM - 6:20:00 PM

    • Thursday 5:30:00 PM - 6:20:00 PM

    • Thursday 6:30:00 PM - 7:20:00 PM

    • Thursday 6:30:00 PM - 7:20:00 PM

    • Thursday 9:30:00 AM - 10:20:00 AM

    • Thursday 9:30:00 AM - 10:20:00 AM

    • Friday 1:30:00 PM - 2:20:00 PM

    • Friday 1:30:00 PM - 2:20:00 PM

    • Friday 1:30:00 PM - 2:20:00 PM

    • Friday 2:30:00 PM - 3:20:00 PM

    • Friday 2:30:00 PM - 3:20:00 PM

    • Friday 2:30:00 PM - 3:20:00 PM

    • Friday 3:30:00 PM - 4:20:00 PM

    • Friday 3:30:00 PM - 4:20:00 PM

    • Friday 3:30:00 PM - 4:20:00 PM

    • Friday 4:30:00 PM - 5:20:00 PM

    • Friday 4:30:00 PM - 5:20:00 PM

    • Friday 4:30:00 PM - 5:20:00 PM

  • LEC

    • Monday Wednesday Friday 10:30:00 AM - 11:50:00 AM with Lisa Yan

      May be taken for 3 units by graduate students.

Grade Distribution

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