ผลต่างระหว่างรุ่นของ "Probstat"
ไปยังการนำทาง
ไปยังการค้นหา
Jittat (คุย | มีส่วนร่วม) |
Jittat (คุย | มีส่วนร่วม) |
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| แถว 11: | แถว 11: | ||
** Basic concepts | ** Basic concepts | ||
*** Part 1: [http://www.youtube.com/watch?v=pe_-yh6WD-8 Outcomes, Sample Spaces, and Events] | *** Part 1: [http://www.youtube.com/watch?v=pe_-yh6WD-8 Outcomes, Sample Spaces, and Events] | ||
| + | *** Part 2: [http://www.youtube.com/watch?v=8BqPUAbaXY0 Conditional probability (1)] | ||
** [[Probstat/random word|Random word practice 1]] | ** [[Probstat/random word|Random word practice 1]] | ||
รุ่นแก้ไขเมื่อ 00:01, 21 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
- Fun with statistics 1
- Basic concepts
- Part 1: Outcomes, Sample Spaces, and Events
- Part 2: Conditional probability (1)
- Random word practice 1
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%
