The Sheryians AI School on Instagram: "FEATURE ENGINEERING Raw data ❌ Useful data ✅ Feature Engineering is the art of: • Feature extraction • Feature transformation • Feature scaling • Encoding categorical variables • Handling missing values • Creating new meaningful features Remember: “Better features beat better models.” You can use the best algorithm in the world, but without proper feature engineering, your model accuracy will never scale This is where a Data Analyst → Data Scientist transit
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The Sheryians AI School on Instagram: "FEATURE ENGINEERING Raw data ❌ Useful data ✅ Feature Engineering is the art of: • Feature extraction • Feature
Feature engineering is a crucial process in machine learning that involves transforming raw data into meaningful features. By applying techniques like creation, selection, and transformation, you can build better features and improve model accuracy. Follow this roadmap to learn the ins and outs of feature engineering and take your machine ...
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