ผลต่างระหว่างรุ่นของ "Probstat"

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** Counting
 
** Counting
 
*** Part 1: [http://www.youtube.com/watch?v=w8MiMVWdWEM Basic principles of counting]
 
*** Part 1: [http://www.youtube.com/watch?v=w8MiMVWdWEM Basic principles of counting]
** [Probstat/week2 practice|Week2 Practice]
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** [[Probstat/week2 practice 1|Week2 Practice 1]]
  
 
== Topics ==
 
== Topics ==

รุ่นแก้ไขเมื่อ 23:18, 25 สิงหาคม 2557

This is a course web page for the course Probability and Statistics for Computer and Software Engineers.

Materials

Topics

  • Course introduction
  • Probability theory
    • Introduction to various concepts in probability theory
    • Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula
    • Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables
    • Tail bounds and analysis of randomized algorithms
    • Continuous random variables
  • Statistics
    • Sampling
    • Parameter estimation
    • Hypothesis testing
    • Regression
    • Analysis of Variance

Administrative information

  • Score breakdown: in-class activities 19%, projects 27%, midterm exam 27%, final exam 27%