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It's Your Data, Master It.
Introduction to Scikit-Learn
Overview
Skills Needed
Get started with Scikit-Learn for machine learning. Explore classification, regression, and basic model evaluation with Scikit-Learn.
Basic understanding of Python programming
Outline
Introduction to Scikit-Learn
Supervised Learning Algorithms
Unsupervised Learning Algorithms
Model Evaluation and Selection
Preprocessing and Feature Engineering
Pipelines in Scikit-Learn
Hyperparameter Tuning
Model Interpretation
Handling Imbalanced Datasets
Best Practices for Scikit-Learn Beginners
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