Simulation basics

Mô phỏng Thống kê bằng Python

Tushar Shanker

Data Scientist

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
Mô phỏng Thống kê bằng Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
Mô phỏng Thống kê bằng Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
  • Can help solve complex problems.
Mô phỏng Thống kê bằng Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
Mô phỏng Thống kê bằng Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
  4. Get multiple outcomes by repeated random sampling.
  5. Analyze sample outcomes.
Mô phỏng Thống kê bằng Python

Simulating the dice game

Dice Game Simulation

Mô phỏng Thống kê bằng Python

Simulating the dice game

Dice Game Simulation

Mô phỏng Thống kê bằng Python

Simulating the dice game

Dice Game Simulation

Mô phỏng Thống kê bằng Python

Let's practice!

Mô phỏng Thống kê bằng Python

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