Normal Distribution and Z Score | Math, Statistics for Data Science, Machine Learning

Normal Distribution and Z Score | Math, Statistics for Data Science, Machine Learning

What is normal distribution or gaussian distribution? These two are terms for the same concept. We will understand normal distribution and Z score in this tutorial. We will also look at use of normal distribution in the field of data science.

What is normal distribution or gaussian distribution? These two are terms for the same concept. We will understand normal distribution and Z score in this tutorial. We will also look at use of normal distribution in the field of data science.

Code: https://github.com/codebasics/math-for-machine-learning/blob/main/3_normal_distribution/normal_distribution.ipynb Exercise: https://github.com/codebasics/math-for-machine-learning/blob/main/3_normal_distribution/Exercise/exercise.md

⭐️ Topics ⭐️

  • 00:00 Introduction
  • 00:20 What is normal distribution
  • 04:01 Outlier removal using std deviation
  • 08:22 Code: Std Deviation
  • 13:09 What is Z Score?
  • 15:10 Code: Z Score
  • 18:19 Exercise

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