What is Feature Engineering?

Описание к видео What is Feature Engineering?

#featureengineeering #machinelearning #datascience

Feature engineering is a process of taking unrefined raw data and transforming it in meaningful way such that model can understand the data better

Logic on how to transform a model can come from Domain understanding of the business or Data Analysis or EDA cycle

3 key benefits of feature engineering include

Feature engineering can keep your model simple. As simpler algorithm can fine better pattern in data

Provide better explain-ability

Remove human bias by modelling some critical data proxies as unbiased features

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