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It's Your Data, Master It.
Advanced Scikit-Learn Techniques
Overview
Skills Needed
Take your Scikit-Learn skills to the next level for complex machine learning problems. Explore ensemble methods, model stacking, and advanced model selection with Scikit-Learn.
Proficiency in Scikit-Learn basics
Familiarity with ensemble methods
Outline
Ensemble Methods in Scikit-Learn
Model Stacking Techniques
Feature Selection and Importance
Model Interpretability Techniques
Model Calibration
Anomaly Detection with Scikit-Learn
Text Classification with Scikit-Learn
Time Series Forecasting
Handling Missing Data
Best Practices for Advanced Scikit-Learn Users
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