Probability via Computation - Week 4

Probability via Computation - Week 4

The Julia Programming Language via YouTube Direct link

Monte Carlo Simulation to plot the frequencies

4 of 14

4 of 14

Monte Carlo Simulation to plot the frequencies

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Classroom Contents

Probability via Computation - Week 4

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  1. 1 How to model epidemic propagation?
  2. 2 Random Sampling using rand()
  3. 3 Classic experiment of Rolling a die
  4. 4 Monte Carlo Simulation to plot the frequencies
  5. 5 Relative frequency or proportion of rolls of the die
  6. 6 Random variables
  7. 7 Uniform random numbers
  8. 8 Visualization: plotting the pre-generated data
  9. 9 Sample events with a given probability: Bernoulli trials
  10. 10 Algorithm
  11. 11 What is Bernoulli random variable?
  12. 12 Probability distribution of random variable
  13. 13 Flipping many biased coins
  14. 14 Illustration of Central Limit Theorem

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