Statistical Simulation in Python

Python'da İstatistiksel Benzetim

Tushar Shanker

Data Scientist

Topics covered

  • Basics of randomness & simulation.
  • Simulation & probability.
  • Bootstrapping and resampling methods.
  • Advanced applications of simulation.
Python'da İstatistiksel Benzetim

Introduction to random variables

Continuous Random Variables

  • Infinitely many possible values.
  • e.g., Height / Weight

Weighing Scale

Python'da İstatistiksel Benzetim

Introduction to random variables

Continuous Random Variables

  • Infinitely many possible values.
  • e.g., Height / Weight Weighing Scale

Discrete Random Variables

  • Finite set of possible values.
  • e.g., Outcomes of a six-sided die Dice
Python'da İstatistiksel Benzetim

Probability distributions

Continuous Probability Distributions

Normal Distribution

Python'da İstatistiksel Benzetim

Probability distributions

Continuous Probability Distributions

Normal Distribution

Discrete Probability Distributions

Binomial Distribution

Python'da İstatistiksel Benzetim

Let's practice!

Python'da İstatistiksel Benzetim

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