Blogs and Videos¶
Articles and videos about Feature-engine and feature engineering and selection in general.
Blogs¶
Feature-engine: A new open-source Python package for feature engineering.
Practical Code Implementations of Feature Engineering for Machine Learning with Python.
Streamlining Feature Engineering Pipelines with Feature-engine.
Feature Engineering for Machine Learning: A comprehensive Overview.
Feature Selection for Machine Learning: A comprehensive Overview.
Videos¶
Optimising Feature Engineering Pipelines with Feature-engine, Pydata Cambridge 2020, from minute 51:43.
En Español¶
Ingeniería de variables para machine learning, Curso Online.
Ingeniería de variables, MachinLenin, charla con video online.
Ingeniería de atributos para aprendizaje automático: una revisión completa, Artículo.
Paquetes Python de código abierto para la ingeniería de atributos: Comparaciones y conclusiones, Artículo.
Feature-engine: Un paquete Python de código abierto para la ingeniería de atributos, Artículo.
More resources will be added as they appear online!