ผลต่างระหว่างรุ่นของ "Probstat"
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This is a course web page for the course '''Probability and Statistics for Computer and Software Engineers'''. | This is a course web page for the course '''Probability and Statistics for Computer and Software Engineers'''. | ||
| + | == Materials == | ||
| + | |||
| + | * '''Week1''' | ||
| + | ** Introduction VDO: [http://www.youtube.com/watch?v=ZPj-v1y4ViM youtube] | ||
| + | ** [[Probstat/coin toss experiments|Coin Toss Experiments]] | ||
== Topics == | == Topics == | ||
* Course introduction | * Course introduction | ||
| แถว 15: | แถว 20: | ||
** Regression | ** Regression | ||
** Analysis of Variance | ** Analysis of Variance | ||
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| − | |||
== Administrative information == | == Administrative information == | ||
* '''Score breakdown:''' in-class activities 19%, projects 27%, midterm exam 27%, final exam 27% | * '''Score breakdown:''' in-class activities 19%, projects 27%, midterm exam 27%, final exam 27% | ||
รุ่นแก้ไขเมื่อ 00:21, 19 สิงหาคม 2557
This is a course web page for the course Probability and Statistics for Computer and Software Engineers.
Materials
- Week1
- Introduction VDO: youtube
- Coin Toss Experiments
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%
