CmpE 343 Introduction to Probability and Statistics for Computer Engineers 2014 Fall

Course: 

CmpE 343 Introduction to Probability and Statistics for Computer Engineers

Instructor: 

Ethem Alpaydın

Assistants: 

Hakan Güldaş

Course Schedule: 

MMF 566 ETA A2

Course Program: 

  1.  Introduction
  2.  Probability
  3. Random Variables and Probability Distributions
  4. Mathematical Expectation
  5. Discrete and Continuous Probability Distributions
  6. Sampling
  7. Parameter Estimation
  8. Hypothesis Testing
  9. Regression

Textbook: 

Walpole et al "Probability and Statistics for Engineers and Scientists"

Reference Books: 

S. Lipschutz, J. Schiller (1998). Introduction to Probability and Statistics, Schaum’s ouTlines, McGraw-Hill.

Introduction to probability theory. Random variables, expectation, variance and moment generating functions. Distributions: Bernoulli, binomial, uniform, Gaussian, exponential, Poisson, gamma. Introduction to statistical concepts. Sampling and sample statistics. Point and interval estimation. Hypothesis testing. Regression. Numerical and computational aspects of random variable generation, sampling, and estimation.

Bize Ulaşın

Bilgisayar Mühendisliği Bölümü, Boğaziçi Üniversitesi,
34342 Bebek, İstanbul, Türkiye

  • Telefon: +90 212 359 45 23/24
  • Faks: +90 212 2872461
 

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