ผลต่างระหว่างรุ่นของ "Probstat"
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Jittat (คุย | มีส่วนร่วม) |
Jittat (คุย | มีส่วนร่วม) |
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| แถว 19: | แถว 19: | ||
== Administrative information == | == Administrative information == | ||
| − | * '''Grading:''' in-class activities | + | * '''Grading:''' in-class activities 19%, projects 27%, midterm exam 27%, final exam 27% |
รุ่นแก้ไขเมื่อ 03:19, 16 สิงหาคม 2557
This is a course web page for the course Probability and Statistics for Computer and Software Engineers.
Topics
- 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
Classroom activities
Administrative information
- Grading: in-class activities 19%, projects 27%, midterm exam 27%, final exam 27%
