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Analisi dei dati: analisi e test di regressione
Advanced Level

Analisi dei dati: analisi e test di regressione

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Analisi dei dati: analisi e test di regressione

Scopri il concetto di analisi di regressione e test nell'analisi dei dati in questo corso online gratuito su Alison
L'analisi di regressione è una tecnica statistica utilizzata nell'analisi dei dati per la stima delle relazioni tra una variabile dipendente e una o più variabili indipendenti. Questo corso gratuito online ... L'analisi di regressione è una tecnica statistica utilizzata nell'analisi dei dati per la stima delle relazioni tra una variabile dipendente e una o più variabili indipendenti. Questo corso gratuito online spiega i metodi classici utilizzati per le previsioni e le classificazioni nell'analisi dei dati. Alla fine di questo corso, acquisirai familiarità con il modo in cui l'analisi di regressione ha fornito informazioni dettagliate che possono essere applicate per migliorare prodotti e servizi.
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What You Will Learn In This Free Course

  • Describe confusion matrix and recei...
  • Explain the classification matrix ...
  • Describe how to select a threshold ...
  • Describe the area under the receive...
  • Describe confusion matrix and receiver operating characteristics curve 
  • Explain the classification matrix 
  • Describe how to select a threshold using receiver operating characteristics
  • Describe the area under the receiver operating curve 
  • Discuss the interpretation of different points in the receiver operating characteristics plot 
  • Describe the test of independence using the investment example 
  • Explain the chi-square test statistics 
  • Explain how to test with more than two proportions 
  • Describe how to use python to test the independence of variables 
  • Discuss the goodness of fit test for Poisson 
  • Discuss the goodness of fit for uniform distribution 
  • Explain the effect of standardization 
  • List the different types of distances computation between objects 
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