Blog
17
Jun
Identifying Stakeholders
Adventure Works is a multinational manufacturing company that manufacture and distribute cycles and accessories. They were one in leadi...
01
Jun
Feature Engineering (Outliers)
An outlier is an observation which deviates so much from the other observations as to arouse suspicions that it was generated by a diff...
01
Jun
Feature Engineering (Categorical Encoding)
Categorical encoding refers to replacing the category strings by a numerical representation. This is done because machines can’t use ca...
27
May
Feature Engineering (Missing Value Handling)
Missing data or missing values, occur when no data is stored for a certain observation in a variable. It is one one of the common occur...
24
May
Variable Types & Characteristics
Variable
A variable is any characteristic, number or quantity that can be measured or counted.
Variables are two types.
Numer...