[PYTHON] [Statistics for Programmers] Table of Contents-Data Science

Statistics for Programmers-Table of Contents

What you think you need to learn machine learning is the knowledge of statistics that seems to be relevant. We will add it from time to time.

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[Mathematics for Programmers] Table of Contents-For Machine Learning

table of contents

Frequency distribution and histogram

-Frequency distribution and histogram -Lorenz curve and Gini coefficient

About the average value

-Mean / Median / Mode -There is more than one way to calculate the average value

Examine data variability

-Box plot -Variance, standard deviation and coefficient of variation

Bayes' theorem

-What is an event -Conditional Probability and Multiplication Theorem -Bayes' theorem

Random variables and probability distributions

-Random variables, probability distributions and probability density functions

We will add it from time to time.