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!