Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
Argomenti del programma: Introduction to Data Mining Data representation Text representation and embeddings Data exploration and visualization Association rules Clustering - Hierarchical - Representation-based - Density-based Regression Classification - Logistic regression - Naive Bayes and Bayesian Belief Network - k-nearest neighbor - Decision trees - Ensemble methods Advanced Topics - Time series - Anomaly detection - Explainability -…
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