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Course ID:IT623
Course: Foundation Course Part II
Instuctor: Prof. Shashikant Kelkar
Prerequesites: None
Contents:
  • Review of probability basics: 
  • Discrete and continuous distributions, common distributions (Poisson, exponential, Gaussian, etc.), functions of random variables: 
  • Multivariate Distributions, joint and marginal distributions, covariance and correlation, sums of random variables, sampling theory: 
  • Estimators, confidence intervals, hypothesis testing and P-values, design of experiments: 
  • Miscellaneous Topics-Markov Chains, Queueing Theory: 
  • References::
  • Probability and statistics:  Kishor Trivedi, Prentice hall of India ((2003)
  • Probability and statistics in engineering :  Hines W. W., et al, John Wiley (2003)




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