Encoding
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Learning to transform categorical data into a format that a machine learning model can understand
6 min read -
Balancing complexity and performance: An in-depth look at K-fold target encoding
7 min read -
Seeking a system that works for current and future codes
20 min read -
How should we choose between label, one-hot, and target encoding?
17 min read -
Data comes in different shapes and forms. One of those shapes and forms is known…
11 min read -
6 feature encoding techniques to consider for your data science workflows
11 min read -
Important caveats to be kept in mind when encoding data with pandas.get_dummies()
8 min read -
Learn a valuable representation of time for your Machine Learning Model
5 min read