| Entrambe le parti precedenti la revisioneRevisione precedenteProssima revisione | Revisione precedente |
| dm:mains.santanna.dm4crm.2016 [16/05/2016 alle 09:15 (8 anni fa)] – [Calendar] Fosca Giannotti | dm:mains.santanna.dm4crm.2016 [07/03/2017 alle 16:49 (8 anni fa)] (versione attuale) – [Previous editions] Fosca Giannotti |
|---|
| |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 | | |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. | 13.05.2016 - 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. | 16.05.2016 - 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}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] | Pedreschi | |
| |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}} {{:dm:crm_dm-survey.pdf|Survey of DM applications in CRM}} {{:dm:change-customer-behavior.pdf|Mining changes in customer behavior in retail marketing}} | 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}} {{:dm:crm_dm-survey.pdf|Survey of DM applications in CRM}} {{:dm:change-customer-behavior.pdf|Mining changes in customer behavior in retail marketing}} | Giannotti | |
| |09. | 18.05.2016 - 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. | 18.05.2016 - 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. | 20.05.2016 - 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. | 20.05.2016 - 14:00-18:00 | Big Data Analytics: Privacy awareness | | Giannotti, Monreale | | |12. | 20.05.2016 - 14:00-18:00 | Big Data Analytics: Privacy awareness | {{:dm:privacy-intro.pdf|Slides Privacy}}| Giannotti, Monreale | |
| ===== Datasets ===== | ===== Datasets ===== |
| |
| |
| |
| **Deadline**: send the report by email to all instructors within **1 July 2015**. Specify [MAINS] in the subject of the email. | **Deadline**: send the report by email to all instructors within **4 July 2014**. Specify [MAINS] in the subject of the email. |
| ====== Exams ====== | ====== Exams ====== |
| |
| |
| ====== Previous editions ====== | ====== Previous editions ====== |
| | * [[MAINS.SANTANNA.DM4CRM.2016]] |
| * [[MAINS.SANTANNA.DM4CRM.2012]] | * [[MAINS.SANTANNA.DM4CRM.2012]] |
| * [[MAINS.SANTANNA.DM4CRM.2014]] | * [[MAINS.SANTANNA.DM4CRM.2014]] |
