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Codecademy

Feature Engineering

via Codecademy Path

Overview

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Machine learning is only as good as its training data. Learn how to process data properly before training your models. Includes **Python**, **Machine Learning**, **Algorithms**, **Datasets**, **Feature Selection**, **Dimensionality Reduction**, **Engineering**, **Data Transformation**, and more.

Syllabus

  • Introduction to Feature Engineering
    • Find out what you'll learn in the feature engineering skill path!
  • Transforming Data into Features
    • Learn about different methods of transforming data into features.
  • Feature Selection Methods
    • Learn about different feature selection methods and their implementations in Python!
  • Feature Engineering by Reducing Dimensionality
    • Learn feature engineering methods that reduce the dimensionality of a dataset.

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