Algebra, Probability, Statistics
Licence InformatiqueParcours Computer Sciences (UFAZ) (délocalisé en Azerbaïdjan)
Description
This course is intended to teach basic concepts in algebra and probability and statistics. The algebra topics include:
· Euclidean division
· Extended Euclidean algorithm
· Greatest common divisor
· Congruences
· Chinese remainder theorem
· Public key crypto-systems
The probability and statistics topics include:
· Probability theory
· Counting rules
· Random variables
· Discrete and continuous random variables and their distributions (uniform, binomial, hypergeometric, Poisson, exponential, and normal)
· Descriptive statistics
· Linear regression
· Sampling distributions
Confidence intervals for the mean
Compétences visées
By the end of this course, students should be able to:
· Do simple number theory proofs
· Find integer solutions to Linear Diophantine equations
· Solve systems of congruences
· Encrypt and decrypt using the RSA crypto-system
· Understand the basics of probability and counting rules
· Distinguish between different probability distributions and apply them in solving probability problems
· Describe data numerically and graphically
· Apply linear regression analysis to given data