Probability methods in engineering: Course Outline

• Set theory
• Basic concepts of probability
• Conditional probability
• Independent events
• Baye's Theorem
• Discrete and continuous random variables
• Distributions and density functions
• Probability distributions (binomial, Poisson, hyper geometric, normal, uniform and exponential)
• Mean, Variance
• Standard deviations
• Moments and moment generating functions
• Linear regression and curve fitting
• Limits theorems and applications

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