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DATA SCIENCE
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Mathematics & statistics

Mathematics & Statistics are often used interchangeably but are two very different subjects.

 

Mathematics is the art of numbers, quantity, and space. The study of Mathematics on its own it is called pure mathematics. Likewise it can also be applied to other areas such as physics and engineering. In this case, it is called applied mathematics.

 

Statistics is often confused with Mathematics. Statistics is the art of collecting and analyzing numerical data in large quantities, for the purpose of deducting shares as a whole from those in a representative sample.

 

In this category you will find a vast range of topics within both fields.

 

Mathematics & statistics

Statistics How To

The z-table is short for the “Standard Normal z-table”. The Standard Normal model is used in hypothesis testing, including tests on proportions and on...

by Data Science Team 1 year agoNovember 20, 2020
Mathematics & statistics

Standard Score (cont…)

Z-scores are expressed in terms of standard deviations from their means. Resultantly, these z-scores have a distribution with a mean of 0 and a...

by Data Science Team 1 year agoNovember 20, 2020
Mathematics & statistics

What is the variance

The variance is one of the measures of dispersion which is a measure of how much the values in the data set may differ...

by Data Science Team 1 year agoMay 8, 2020
Mathematics & statistics

What Does PEMDAS Mean?

PEMDAS is an acronym for the words parenthesis, exponents, multiplication, division, addition, subtraction. Given at least two operations in an equation, the order of...

by Data Science Team 1 year agoMay 18, 2020
Mathematics & statistics

Binomial Theorem

EXPLORING THIS TOPO IN THE MathWorld classroom We have several closely related results that are variously known as the binomial theorem according to the...

by Data Science Team 1 year agoMay 8, 2020
Mathematics & statistics

Box plot

In descriptive statistics, a box plot or boxplot is a method for graphically depicting groups of numerical data through their quartiles. Box plots may...

by Data Science Team 1 year agoMay 8, 2020
Mathematics & statistics

Critical Values of the Chi-Square Distribution

This table contains the basic estimations of the chi-square circulation. On account of the absence of balance of the chi-square appropriation, separate tables are...

by Data Science Team 1 year agoNovember 20, 2020
Mathematics & statistics

Data Analytics

What Is Data Analytics? Data analytics is the science of analyzing raw data in order to make conclusions about that information. Many of the...

by Data Science Team 1 year agoMay 8, 2020
Mathematics & statistics

Permutation

A permutation, also called an “arrangement number” or “order,” is a rearrangement of the elements of an ordered list S into a one-to-one correspondence...

by Data Science Team 1 year agoMay 8, 2020
Mathematics & statistics

Monte Carlo Simulation

You can use the Monte Carlo Simulation to generate random variables with the help of a mathematical technique. You can use this technique to...

by Data Science Team 1 year agoDecember 26, 2020
Monte carlo simulation
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