Feature Engineering

advanced
ai & ml

Definition

The process of selecting and transforming raw data into meaningful inputs that AI models can learn from effectively. Like preparing ingredients before cooking to bring out the best flavors.

Real-World Example

For predicting house prices, feature engineering might combine 'bedrooms' and 'bathrooms' into 'total rooms' or calculate 'price per square foot'.

Frequently Asked Questions

What is Feature Engineering?

The process of selecting and transforming raw data into meaningful inputs that AI models can learn from effectively. Like preparing ingredients before cooking to bring out the best flavors.

How is Feature Engineering used in cloud computing?

For predicting house prices, feature engineering might combine 'bedrooms' and 'bathrooms' into 'total rooms' or calculate 'price per square foot'.

What are related terms to Feature Engineering?

Related concepts include Feature Store, Machine Learning, Data Science. Understanding these connections helps build a comprehensive knowledge of cloud computing concepts.

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