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Course Description

Probability is the measure of the likeliness that an event will occur.

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Course Syllabus
  • Mod-01 Lec-01 Introduction - Role of Probability in Civil Engineering
  • Mod-01 Lec-02 Random Events and Probability Concept
  • Mod-01 Lec-03 Set Theory and Set Operations
  • Mod-01 Lec-04 Axioms of Probability
  • Mod-01 Lec-05 Probability of Events
  • Mod-01 Lec-06 Concept and Defination of Random Variables
  • Mod-01 Lec-07 Probability Distribution of Random Variables
  • Mod-01 Lec-08 CDF and Descriptors of Random Variables
  • Mod-01 Lec-09 Further Descriptors of Random Variables
  • Mod-01 Lec-10 Discrete Probability Distribution
  • Mod-01 Lec-11 Probability Distribution of Continuous RVs
  • Mod-01 Lec-12 Probability Distribution of Continuous RVs (Contd...1)
  • Mod-01 Lec-13 Probability Distribution of Continuous RVs (Contd...2)
  • Mod-01 Lec-14 Functions of Single Random Variables
  • Mod-01 Lec-15 Functions of Random Variables - Different Methods
  • Mod-01 Lec-16 Functions of Random Variables - Different Methods (Contd.)
  • Mod-01 Lec-17 Expectation and Moments of Functions of RV
  • Mod-01 Lec-18 Expectation and Moments of Functions of RV (Contd.)
  • Mod-01 Lec-19 Joint Probability Distribution
  • Mod-01 Lec-20 Marginal Probability Distribution
  • Mod-01 Lec-21 Conditional Probability Distribution
  • Mod-01 Lec-22 Conditional Probability Distribution (Contd.)
  • Mod-01 Lec-23 Properties of Multiple Random Variables
  • Mod-01 Lec-24 Properties of Multiple Random Variables (Contd.)
  • Mod-01 Lec-25 MGF of Multivariate RVs and Multivariate Probability Distributions
  • Mod-01 Lec-26 Multivariate Distribution and Functions of Multiple Random Variables
  • Mod-01 Lec-27 Functions of Multiple Random Variables (Contd...1)
  • Mod-01 Lec-28 Functions of Multiple Random Variables (Contd...2)
  • Mod-01 Lec-29 Introduction to Copulas
  • Mod-01 Lec-30 Introduction to Copulas (Contd.)
  • Mod-01 Lec-31 Probability Models using Normal Distribution
  • Mod-01 Lec-32 Probability Models using Log Normal and Exponential Distribution
  • Mod-01 Lec-33 Probability Models using Gamma and Extreme Value Distribution
  • Mod-01 Lec-34 Probability Models using Discrete Probability Distributions
  • Mod-01 Lec-35 Sampling Distribution and Parameter Estimation
  • Mod-01 Lec-36 Sampling Distribution and Parameter Estimation (Contd.)
  • Mod-01 Lec-37 Hypothesis Testing
  • Mod-01 Lec-38 Goodness - of - fit tests
  • Mod-01 Lec-39 Regression Analyses and Correlation
  • Mod-01 Lec-40 Regression Analyses and Correlation (Contd.)
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