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--- magistraleinformatica:dmi:start [20/09/2024 alle 11:50 (7 giorni fa)] – [First Semester] Anna Monreale
+++ magistraleinformatica:dmi:start [25/09/2024 alle 18:29 (33 ore fa)] (versione attuale) – [First Semester] Anna Monreale
@@ Linea 15: / Linea 15: @@
 ====== News ======
+  * [21.09.2024] ** Schedule updated, see details below**
   * [14.09.2024] ** The lectures will start on 19th September 2024**
@@ Linea 35: / Linea 36: @@
 ^  Day of Week  ^  Hour  ^  Room  ^
 |  Tuesday   |  11:00 - 13:00  |  Room C1  |
-|  Thursday  |  09:00 - 11:00  |  Room C  |
+|  Thursday  |  14:00 - 16:00  |  Room A1  |
 |  Friday    |  09:00 - 11:00  |  Room C1  |
@@ Linea 83: / Linea 84: @@
 |    |  17.09  | Candeled   |  |   | |
 |1.  |  19.09  | Overview. Introduction to KDD   | {{ :magistraleinformatica:dmi:1-overview-2024.pdf |}} {{ :magistraleinformatica:dmi:1-intro-dm-2024.pdf |}}  |Chap. 1 Kumar Book | | Monreale|
-|2.  |  20.09  | Data Understanding + Data Preparation (Aggr., Sampling, Dim. Reduction, Feature Selection, Feature Creation.   | {{ :magistraleinformatica:dmi:3-data_preparation-2024.pdf |}} |Chap.2 Kumar Book and additioanl resource of Kumar Book: [[https://www-users.cs.umn.edu/~kumar001/dmbook/data_exploration_1st_edition.pdf|https://www-users.cs.umn.edu/~kumar001/dmbook/data_exploration_1st_edition.pdf]] If you have the first ed. of KUMAR this is the Chap 3 |  ||Monreale|
+|2.  |  20.09  | Data Understanding + Data Preparation (Aggr., Sampling, Dim. Reduction, Feature Selection, Feature Creation).   |  {{ :magistraleinformatica:dmi:2-data_understanding-2024.pdf |}} {{ :magistraleinformatica:dmi:3-data_preparation-2024.pdf |}}|Chap.2 Kumar Book and additioanl resource of Kumar Book: [[https://www-users.cs.umn.edu/~kumar001/dmbook/data_exploration_1st_edition.pdf|Data Exploration Chap.]] If you have the first ed. of KUMAR this is the Chap 3 |  |Monreale|
-|3    |  24.09  | PCA,TSNE   |  |  | |Setzu  |
+|3    |  24.09  | Data representation   | Slides: {{ :magistraleinformatica:dmi:Data representation.pdf |}}. References: Introduction to linear algebra (Sections 1, 3.1, 4.2, 6.1, 6.4, 6.5, 7.3), [[https://www.jmlr.org/papers/volume9/vandermaaten08a/vandermaaten08a.pdf|t-SNE paper]], [[https://arxiv.org/abs/1802.03426 | UMAP paper (Section 3)]] |  | |Setzu  |
+|4.   |  26.09  | Data Cleaning + Transformations. Python Lab: Data Understanding and Preparation |{{ :magistraleinformatica:dmi:5-data_cleaning_transformation.pdf |}} | | |Monreale |