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πŸ“˜ Automl-platforms – Legal FAQs

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❓ What is AutoML?

AutoML automates the process of building machine learning models, including data preprocessing, training, and tuning.

❓ Who is AutoML for?

Startups, analysts, and developers who want to build ML solutions quickly without deep data science expertise.

❓ What platforms offer AutoML?

Google Cloud AutoML, H2O.ai, Microsoft Azure ML, and DataRobot are popular providers.

❓ Can AutoML be used for classification and regression?

Yes, AutoML supports various use cases including classification, regression, time series forecasting, and NLP.

❓ Does AutoML handle feature engineering?

Yes, most platforms include automatic feature selection, transformation, and scaling.

❓ How is model performance evaluated?

AutoML uses metrics like accuracy, precision, recall, and ROC-AUC to select the best models.

❓ Are models explainable?

Many platforms provide feature importance and explainability tools like SHAP or LIME for transparency.

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