Welcome to the feature selection project which concerns of Selection in a large data set consisting of one or more than one features which are either redundant or irrelevant and thus can be removed without incurring much loss of information.

• What is Feature Selection
• Why Feature Selection
• Univariate Feature Selection
• Multivariate Feature Selection

• How are the features important to our model.
• How to select the most significant features out of many.
• How to perform univariate feature selection.
• How to perform multivariate feature selection.

Now, let's take this forward and increase our understanding of feature selection!

This assignment is a series of simple tasks, in which we will be perfoming feature selection techniques on the house pricing data.