Teaching
Sharing the foundations.
Probability, statistics, and computational thinking for the next generation of computer scientists.
Probability and Statistics
An undergraduate course for Computer Science students at Information Technology University. Topics include probability foundations, random variables, probability distributions, expectation and variance, sampling distributions, statistical estimation, confidence intervals, hypothesis testing, correlation, regression, and computational applications.
Topics covered
- 01 Probability foundations
- 02 Random variables
- 03 Probability distributions
- 04 Expectation and variance
- 05 Sampling distributions
- 06 Statistical estimation
- 07 Confidence intervals
- 08 Hypothesis testing
- 09 Correlation
- 10 Regression
- 11 Computational applications
Course enquiries
For academic enquiries, please use the contact information on the official ITU profile.
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