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| dm:start [30/11/2021 alle 08:25 (3 anni fa)] – [Exam DM1] Fosca Giannotti | dm:start [02/12/2021 alle 14:42 (3 anni fa)] – [First Semester (DM1 - Data Mining: Foundations)] Fosca Giannotti |
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| * Pang-Ning Tan, Michael Steinbach, Vipin Kumar. **Introduction to Data Mining**. Addison Wesley, ISBN 0-321-32136-7, 2006 | * Pang-Ning Tan, Michael Steinbach, Vipin Kumar. **Introduction to Data Mining**. Addison Wesley, ISBN 0-321-32136-7, 2006 |
| * [[http://www-users.cs.umn.edu/~kumar/dmbook/index.php]] | * [[http://www-users.cs.umn.edu/~kumar/dmbook/index.php]] |
| * I capitoli 4, 6, 8 sono disponibili sul sito del publisher. -- Chapters 4,6 and 8 are also available at the publisher's Web site. | * I capitoli 3, 5, 7 sono disponibili sul sito del publisher. -- Chapters 3,5 and 7 are also available at the publisher's Web site. |
| * Berthold, M.R., Borgelt, C., Höppner, F., Klawonn, F. **GUIDE TO INTELLIGENT DATA ANALYSIS.** Springer Verlag, 1st Edition., 2010. ISBN 978-1-84882-259-7 | * Berthold, M.R., Borgelt, C., Höppner, F., Klawonn, F. **GUIDE TO INTELLIGENT DATA ANALYSIS.** Springer Verlag, 1st Edition., 2010. ISBN 978-1-84882-259-7 |
| * Laura Igual et al.** Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications**. 1st ed. 2017 Edition. | * Laura Igual et al.** Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications**. 1st ed. 2017 Edition. |
| |15. | 15.11.2021 11:00-12:45 | Aula Fib C | Classification: decision trees/4 | | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Lecture%2015%20-%20Classification%20_%204-20211115_111659-Meeting%20Recording.mp4?web=1|Lecture 15]] | Nanni | | |15. | 15.11.2021 11:00-12:45 | Aula Fib C | Classification: decision trees/4 | | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Lecture%2015%20-%20Classification%20_%204-20211115_111659-Meeting%20Recording.mp4?web=1|Lecture 15]] | Nanni | |
| |16. | 18.11.2021 11:00-12:45 | Aula Fib A1 | Classification: decision trees exercises | {{ :dm:exercise_classification_18.11.2021.pdf |Exercise}} | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Lecture%2016%20-%20Classification%20_%205-20211118_111344-Meeting%20Recording.mp4?web=1|Lecture 16]] | Nanni | | |16. | 18.11.2021 11:00-12:45 | Aula Fib A1 | Classification: decision trees exercises | {{ :dm:exercise_classification_18.11.2021.pdf |Exercise}} | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Lecture%2016%20-%20Classification%20_%205-20211118_111344-Meeting%20Recording.mp4?web=1|Lecture 16]] | Nanni | |
| |17. | 22.11.2021 11:00-12:45 | Aula Fib C | Lab:Classification | {{ :dm:knime_classification.zip | knime_classification}} {{ hands_on_dm1_classification_titanic.zip | Hands_on_Python_Titanic}} {{ classification_iris_python.zip | Python_Iris}} | | Citraro | | |17. | 22.11.2021 11:00-12:45 | Aula Fib C | Lab:Classification | {{ :dm:knime_classification.zip | knime_classification}} {{ hands_on_dm1_classification_titanic.zip | Hands_on_Python_Titanic}} {{ classification_iris_python.zip | Python_Iris}} | **TBD** | Citraro | |
| | |18. | 25.11.2021 11:00-12:45 | Aula A1 | Pattern Mining - 1 | {{ 2-dm2-restructured_assoc.pdf |Slides}} | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Lecture%2018%20-%20Pattern%20mining%20%26%20association%20rules-20211125_111501-Registrazione%20della%20riunione.mp4?web=1|Lecture 18]] | Pedreschi | |
| | |19. | 29.11.2021 11:00-12:45 | Aula C | Pattern Mining - 2 | | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Meeting%20in%20_General_-20211129_111544-Meeting%20Recording.mp4?web=1|Lecture 19]]| Pedreschi | |
| | |20. | 02.11.2021 11:00-12:45 | Aula A1 | Lab: Pattern Mining | {{ :dm:ex-frequentpatterns-ar.pdf |}} {{hands_on_dm1_pattern_mining.zip| Hands_on_Python_Titanic}} {{ :dm:pattern_knime.zip |KNIME}} | [[https://unipiit.sharepoint.com/sites/a__td_52415/Shared%20Documents/General/Recordings/Riunione%20in%20_Generale_-20211202_110709-Registrazione%20della%20riunione.mp4?web=1|Lecture 20]]| Citraro | |
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| ===== Second Semester (DM2 - Data Mining: Advanced Topics and Applications) ===== | ===== Second Semester (DM2 - Data Mining: Advanced Topics and Applications) ===== |
