Every Machine Learning enthusiast have to face this sweet concept during the journey. I am also facing it and now if i have got to know something i will share this one.
So let's get started.
How statistics can be defined?. Statistics is a collection, organisation, analysis and interpretation of data which includes..
Now there are two types of Statistics...
in few words we have to explain then it would be like
It collects data, organize the data, characterize present data also.
It make inferences , then do the hypothesis testing also determine the relationships and then make the predictions.
Now let's understand Descriptive Statistics in little bit deep manner. These are the methods for organizing and summarizing the data.
For example, Table and Graphs are used to organize the data and descriptive values such as the average score are used to summarize the data.
A descriptive value for a population is called a Parameter and descriptive value for a sample is called Statistic.