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Data Science - Modelli di regressione e clustering
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Data Science - Modelli di regressione e clustering

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Data Science - Modelli di regressione e clustering

Scopri come creare modelli di regressione, modelli di classificazione dei dati e modelli di cluster in Azure ML, R e Python.
Questo corso gratuito di modellazione dei dati online ti insegnerà i modelli di regressione e clustering. Scoprirai cosa sono i modelli di regressione e classificazione, ne esaminerai la somiglianza e scopri... Questo corso gratuito di modellazione dei dati online ti insegnerà i modelli di regressione e clustering. Scoprirai cosa sono i modelli di regressione e classificazione, ne esaminerai la somiglianza e scoprirai come ciascuno di questi modelli può essere creato in Azure ML, R e Python. Questo corso discuterà anche delle metriche per la valutazione delle prestazioni di un modello di classificazione. Esaminerai anche modelli di apprendimento non supervisionato e altro ancora!
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What You Will Learn In This Free Course

  • Discuss the process of regression m...
  • Identify how to refine a regression...
  • Identify how to refine a regression...
  • Discuss the process of classificati...
  • Discuss the process of regression modelling and how to improve the model
  • Identify how to refine a regression model with R
  • Identify how to refine a regression model with Python
  • Discuss the process of classification modelling and how to improve the model
  • Recognise the metrics for evaluating a classification models performance
  • Outline how to create a support vector machine model and a decision forest model
  • Discuss the process of creating unsupervised learning models
  • Recognise how to create hierarchical and k-means clustering models in R
  • Recognise how to create hierarchical and k-means clustering models in Python
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