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Introduction to Machine Learning with Scikit-Learn

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IntroductionWhat is machine learning?Getting started with Scikit-LearnWhat will we cover today?

Supervised methods - RegressionSupervised learning Regression

Supervised methods - ClassificationClassification

Ensemble methodsEnsemble methods

Unsupervised methods - ClusteringUnsupervised learning Clustering

Unsupervised methods - Dimensionality reductionDimensionality reduction Dimensionality reduction with Scikit-Learn

Neural NetworksNeural networks

Ethics and the Implications of Machine LearningEthics and machine learning Ethics of machine learning in research

Find out moreOther algorithms