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Posts in "Data Preprocessing"

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What is Feature Engineering and Why is it Crucial for Model Performance?
Ertaç Paprat

Ertaç Paprat

June 19, 2023

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6 min read

What is Feature Engineering and Why is it Crucial for Model Performance?

Feature engineering is both an art and a science. Discover what it is, why it's crucial for model performance, and explore common techniques to transform raw data into powerful features.

Machine Learning Data Preprocessing Feature Engineering Core Concepts Tutorials
What is Data Cleaning and Why is it So Important in Machine Learning?
Ertaç Paprat

Ertaç Paprat

May 17, 2023

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5 min read

What is Data Cleaning and Why is it So Important in Machine Learning?

Dirty data can lead to flawed insights. Learn why data cleaning is a crucial first step in any data science or machine learning project and explore common cleaning techniques.

Data Science Machine Learning Data Preprocessing Tutorials

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