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Python Feature Engineering Cookbook

Python Feature

Engineering Cookbook

Testing and Monitoring Machine Learnng Model Deployments

Course: Testing and

Monitoring ML Deployments


Train in data - Feature Engineering

Feature Engineering

for Machine Learning

Learn to engineer features and make more accurate and powerful machine learning models.

Train in data - Feature selection for machine learning

Feature Selection

for Machine Learning

Learn to select variables and make simpler, more robust and reliable machine learning models.

Deployment of Machine Learning Models

Deployment of Machine Learning Models

Learn to deploy machine learning models. Empower your organisation to maximize benefit from ML.



Feature-engine is a Python package designed to engineer features for machine learning. Feature-engine follows Scikit-learn functionality for ease of use and streamlined adoption. Feature-engine transformers can be incorporated in current machine learning pipeline flows to engineer variables and train machine learning models more easily.


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