Supervised Learning
Explore supervised learning algorithms and their applications.
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Machine Learning
2Classification Algorithms
Classification is a supervised learning task where the model learns to predict discrete class labels from labeled training data.
Machine Learning
3Regression Algorithms
Regression is a supervised learning task where the model predicts continuous numerical values.
Machine Learning
Decision Trees and Ensemble Methods
Decision trees are intuitive models that make predictions by following a series of if-then rules.