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dm:mains.santanna.dm4crm.2018 [21/05/2018 alle 10:24 (6 anni fa)]
Fosca Giannotti [Calendar] |
dm:mains.santanna.dm4crm.2018 [09/04/2019 alle 20:47 (5 anni fa)] (versione attuale)
Fosca Giannotti [Previous editions] |
| |07. | 18.05.2018 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | {{ :dm:5.dm-ml_patternmining-2018.pdf |}} | Giannotti | | |07. | 18.05.2018 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | {{ :dm:5.dm-ml_patternmining-2018.pdf |}} | Giannotti | |
| |08. | 18.05.2018 - 14:00-18:00 | Pattern and association rule mining: esercizi con Knime |{{ :dm:03_titanic_pattern.zip | 03_titanic_pattern}} {{ :dm:04_coop_pattern.zip | 04_coop_pattern}} | Giannotti, Guidotti | | |08. | 18.05.2018 - 14:00-18:00 | Pattern and association rule mining: esercizi con Knime |{{ :dm:03_titanic_pattern.zip | 03_titanic_pattern}} {{ :dm:04_coop_pattern.zip | 04_coop_pattern}} | Giannotti, Guidotti | |
| |09. | 21.05.2018 - 09:00-13:00 | More on Classification | {{ :dm:lezioneadvancedclassificationmethods1-knn_nb.pdf | KNN & Naive Bayes}}{{ :dm:lezioneadvancedclassificationmethods2-ann_svm.pdf | Neural Networks & SVM}}{{ :dm:ensemblemethod_wisdomofthecrowd.pdf | Ensemble methods & Wisdom of the crowd}}[[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] | Giannotti, Pedreschi, Guidotti | | |09. | 21.05.2018 - 09:00-13:00 | More on Classification | {{ :dm:dm_ml.classification_evaluation.2017.pdf | Evaluation of classifiers }} {{ :dm:lezioneadvancedclassificationmethods1-knn_nb.pdf | KNN & Naive Bayes}} {{ :dm:lezioneadvancedclassificationmethods2-ann_svm.pdf | Neural Networks & SVM}} {{ :dm:ensemblemethod_wisdomofthecrowd.pdf | Ensemble methods & Wisdom of the crowd}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] | Giannotti, Pedreschi, Guidotti | |
| |10. | 21.05.2018 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{ :dm:5.dml-ml-exemplarproject-churn-fraude-.pdf |}}{{ :dm:5.dm_ml_exemplarprojects-shoppingbehaviour_innovators.pdf |}}| Giannotti, Guidotti | | |10. | 21.05.2018 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{ :dm:5.dml-ml-exemplarproject-churn-fraude-.pdf |}}{{ :dm:5.dm_ml_exemplarprojects-shoppingbehaviour_innovators.pdf |}}| Giannotti, Guidotti | |
| |11. | 22.05.2018 - 09:00-13:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} {{ :dm:5.dml-ml-socialnetworkanalysis-.pdf |}}| Pedreschi | | |11. | 22.05.2018 - 09:00-13:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} {{ :dm:5.dml-ml-socialnetworkanalysis-.pdf |}}| Pedreschi | |
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| ====== Previous editions ====== | ====== Previous editions ====== |
| | * [[MAINS.SANTANNA.DM4CRM.2018]] |
| * [[MAINS.SANTANNA.DM4CRM.2017]] | * [[MAINS.SANTANNA.DM4CRM.2017]] |
| * [[MAINS.SANTANNA.DM4CRM.2016]] | * [[MAINS.SANTANNA.DM4CRM.2016]] |
