How to Perform Feature Scaling in Machine Learning

Feature scaling is one of the important step in data pre-processing. Scaling refers to converting the original form of data to another form of data within a certain range. Many machine learning models perform well when the input data are scaled to the standard range

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Functional Programming in Python

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  • Post category:Python

Functional programming is a programming paradigm that treats computation as the evaluation of mathematical functions, avoiding changes of state and mutable data. The main idea of functional programming is "what to solve".

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How to Handle Null Values in Pandas

Null values in dataset are the empty field represented as NaN(Not a Number). Null value do not mean zero value, actually it is an empty field. Datasets that are available for preparing machine learning model may contain some null values in it.

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