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Probability and Simulation

Give an insight into the different approaches to Probability Theory.

Questions

Lessons

  • Give an insight into the different approaches to Probability Theory.
  • What is a Random Variable? How is it characterized?
  • Explain the fundamental rules of probability.
  • What is a Probability Distribution? What are the different types of probability distributions?
  • What is Set theory? Is this relevant to business and management?
  • How are sets represented?
  • What are the typical operations performed on sets?
  • What is the importance of De Morgan’s law?
  • What is a function? Why is a function important?
  • Explain the different types of functions?
  • What is an algorithm?
  • Explain the concept of complexity of an algorithm.
  • What is a matrix? What are the application areas for matrices?
  • Describe the types of matrices commonly encountered.
  • What are the fundamental operations that are performed on matrices?
  • What are Determinants? What role do determinants play in matrix algebra?
  • How is the division operation carried out on matrices?
  • What is Logic, and what are the applications of this field?
  • Are there logic operations similar to mathematical operations?
  • Explain the concept of conditional statements.
  • What is the notion of Quantifier as applied to logic?
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