ผลต่างระหว่างรุ่นของ "Probstat"
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Jittat (คุย | มีส่วนร่วม) (หน้าที่ถูกสร้างด้วย 'This is a course web page for the course '''Probability and Statistics for Computer and Software Engineers'''.') |
Jittat (คุย | มีส่วนร่วม) |
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| แถว 1: | แถว 1: | ||
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'''. | ||
| + | |||
| + | == Topics == | ||
| + | * Introduction | ||
| + | * 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 | ||
| + | * Sampling | ||
| + | * Parameter estimation | ||
| + | * Hypothesis testing | ||
| + | * Regression | ||
| + | * Analysis of Variance | ||
รุ่นแก้ไขเมื่อ 02:47, 16 สิงหาคม 2557
This is a course web page for the course Probability and Statistics for Computer and Software Engineers.
Topics
- Introduction
- 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
- Sampling
- Parameter estimation
- Hypothesis testing
- Regression
- Analysis of Variance
