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Cdf.py

Cdf.py

 
 

README.md

README.md

 
 

cdf_fn.py

cdf_fn.py

 
 

exploratory_analysis.py

exploratory_analysis.py

 
 

gradient.py

gradient.py

 
 

linear_algebra.py

linear_algebra.py

 
 

linear_regression.py

linear_regression.py

 
 

probability.py

probability.py

 
 

scaling.py

scaling.py

 
 

standard_math.py

standard_math.py

 
 

statistics.py

statistics.py

 
 

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Stats for Data Science

A collection of commonly used statistical methods in data science.

Probability:

  • Uniform CDF
  • Normal CDF
  • Normal PDF
  • Inverse normal CDF
  • Binomial distribution

Basic math

  • Mean
  • Median
  • Mode
  • Quantile

Gradient Descent

Linear Regression

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Commonly used math and stats in data science

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data-science statistics math

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