Complete Tutorial: SVM Machine Learning with Python

Learn how to use SVM in Python from the ground up with clear explanations, practical examples, and complete code for classification, regression, visualization, and hyperparameter tuning. This tutorial guides you through the core concepts of Support Vector Machines and shows how to apply them step by step with scikit-learn on real and synthetic datasets.

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