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Feature Engineering for Machine Learning

Feature Engineering for Machine Learning

Feature Engineering for Machine Learning
Free Coupon Disocunt - Feature Engineering for Machine Learning, Transform the variables in your data and build better performing machine learning models
Created by Soledad Galli
English
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What you'll learn
  • Learn multiple techniques for missing data imputation
  • Transform categorical variables into numbers while capturing meaningful information
  • Learn how to deal with infrequent, rare and unseen categories
  • Transform skewed variables into Gaussian
  • Convert numerical variables into discrete
  • Remove outliers from your variables
  • Extract meaningful features from dates and time variables
  • Learn techniques used in organisations worldwide and in data competitions
  • Increase your repertoire of techniques to preprocess data and build more powerful machine learning models
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