| Entrambe le parti precedenti la revisioneRevisione precedenteProssima revisione | Revisione precedente |
| dm:mains.santanna.dm4crm.2012 [24/05/2015 alle 23:15 (10 anni fa)] – [Exams] Dino Pedreschi | dm:mains.santanna.dm4crm.2012 [18/04/2016 alle 19:45 (9 anni fa)] (versione attuale) – [Calendar] Anna Monreale |
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| ^ ^ Date ^ Topic ^ Learning material ^Instructor ^ | ^ ^ Date ^ Topic ^ Learning material ^Instructor ^ |
| |01. | 13.05.2015 - 09:00-13:00 | Introduction to data mining and big data analytics | {{:dm:1.dm_ml_introduction.pdf| slides: intro}} {{:dm:2.dm_ml-casestudies.ppt.pdf| slides: case studies}} | Giannotti | | |01. | 11.05.2016 - 09:00-13:00 | Introduction to data mining and big data analytics | {{:dm:1.dm_ml_introduction.pdf| slides: intro}} {{:dm:2.dm_ml-casestudies.ppt.pdf| slides: case studies}} | Giannotti | |
| |02. | 13.05.2015 - 14:00-18:00 | Data understanding; data preparation; Knime tutorial | {{:dm:4.dm_ml_data_preparation.pdf| slides}} {{:dm:04_dataunderstanding.pdf| slides data understanding}} {{:dm:knime_slides_mains.pdf| Tutorial Knime}}{{:dm:du-iris.zip|Knime su Iris}} | Pedreschi, Monreale | | |02. | 11.05.2016 - 14:00-18:00 | Data understanding; data preparation; Knime tutorial | {{:dm:4.dm_ml_data_preparation.pdf| slides}} {{:dm:04_dataunderstanding.pdf| slides data understanding}} {{:dm:knime_slides_mains.pdf| Tutorial Knime}}{{:dm:du-iris.zip|Knime su Iris}} | Pedreschi, Monreale | |
| |03. | 14.05.2015 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | | Giannotti | | |03. | 12.05.2016 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | | Giannotti | |
| |04. | 14.05.2015 - 14:00-18:00 | Clustering analysis & customer segmentation | {{:dm:dm.pedreschi.clustering.2015.pdf| slides clustering}} {{:dm:customersegmentation.pdf| slides customer segmentation}} | Pedreschi | | |04. | 12.05.2016 - 14:00-18:00 | Pattern and association rule mining: esercizi con Knime | | Giannotti, Monreale| |
| |05. | 15.05.2015 - 09:00-13:00 | Pattern and association rule mining: esercizi con Knime | | Giannotti, Monreale | | |05. | 13.05.2016 - 09:00-13:00 | Clustering analysis & customer segmentation | {{:dm:dm.pedreschi.clustering.2015.pdf| slides clustering}} {{:dm:customersegmentation.pdf| slides customer segmentation}} | Pedreschi | |
| |06. | 15.05.2015 - 14:00-18:00 | Clustering analysis: esercizi con Knime | | Pedreschi, Monreale | | |06. | 13.05.2016 - 14:00-18:00 | Clustering analysis: esercizi con Knime | | Pedreschi, Monreale | |
| |07. | 18.05.2015 - 09:00-13:00 | Classification & prediction | {{:dm:dm.giannotti.pedreschi.classification.2015.pdf| slides classification}} | Pedreschi | | |07. | 16.05.2016 - 09:00-13:00 | Classification & prediction | {{:dm:dm.giannotti.pedreschi.classification.2015.pdf| slides classification}} | Pedreschi | |
| |08. | 18.05.2015 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{:dm:5.dml-ml-crm-redemption-churn-promozioni-profili-innovatori.pptx.pdf| slides}} | Giannotti | | |08. | 16.05.2016 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{:dm:5.dml-ml-crm-redemption-churn-promozioni-profili-innovatori.pptx.pdf| slides}} | Giannotti | |
| |09. | 19.05.2015 - 09:00-13:00 | Classification & prediction: esercizi con Knime | | Pedreschi, Monreale | | |09. | 18.05.2016 - 09:00-13:00 | Classification & prediction: esercizi con Knime | | Pedreschi, Monreale | |
| |10. | 19.05.2015 - 14:00-18:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} | Pedreschi | | |10. | 18.05.2016 - 14:00-18:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} | Pedreschi | |
| |11. | 20.05.2015 - 09:00-13:00 | Mobility data mining & big data analytics | | Giannotti | | |11. | 20.05.2016 - 09:00-13:00 | Mobility data mining & big data analytics | | Giannotti | |
| |12. | 20.05.2015 - 14:00-18:00 | Big Data Analytics: Privacy awareness | | Giannotti, Monreale | | |12. | 20.05.2016 - 14:00-18:00 | Big Data Analytics: Privacy awareness | | Giannotti, Monreale | |
| ===== Datasets ===== | ===== Datasets ===== |
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