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didattica:ay2324:fml:main [2023/10/30 18:00] – marcopdidattica:ay2324:fml:main [2024/01/08 18:02] (current) – marcop
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 * <wrap em>**26/10/2023**</wrap>: New Material: Linear Regression * <wrap em>**26/10/2023**</wrap>: New Material: Linear Regression
 +
 +* <wrap em>**20/11/2023**</wrap>: New Material: Hoeffding's Inequality
  
    
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   * Clustering    * Clustering 
  
-  * Neural networks (an introduction) : FFNN, RNN, SOM+  * Neural networks (an introduction) : FFNN, RNN, SOM, CNN
  
   * Balanced and unbalanced data   * Balanced and unbalanced data
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   * Support Vector Machines (Proof of the maximum margin)   * Support Vector Machines (Proof of the maximum margin)
 +
 + 
  
  
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   * 17/10/2023 ------ Look at 16/10/2023   * 17/10/2023 ------ Look at 16/10/2023
   * 23/10/2023 {{didattica:ay2324:fml:fundamentalsml_lezione4_protetto.pdf|Lezione4}}    * 23/10/2023 {{didattica:ay2324:fml:fundamentalsml_lezione4_protetto.pdf|Lezione4}} 
-  +  * 30/10/2023 {{didattica:ay2324:fml:fundamentalsml_lezione5_protetta.pdf|Lezione5}} 
 +  * 31/10/2023 ------ Look at 30/10/2023 
 +  * 06/11/2023 {{didattica:ay2324:fml:fundamentalsml_lezione6_protetta.pdf|Lezione6}} 
 +  * 07/11/2023 {{didattica:ay2324:fml:fml_lezione7_protetta.pdf|Lezione7}} 
 +  * 13/11/2023 ------ Look at 07/11/2023 
 +  * 14/11/2023 ------ Look at 07/11/2023 
 +  * 20/11/2023 {{didattica:ay2324:fml:fundamentalsml_evalmethods_protetto.pdf|Evaluation Strategies}} 
 +  * 21/11/2023 {{didattica:ay2324:fml:fundamentalsml_lezione8_protetto.pdf|Lezione8}} 
 +  * 27/11/2023 ------ Look at 21/11/2023 
 +  * 28/11/2023 ------ Look at 21/11/2023 
 +  * 04/12/2023 ------ Look at 21/11/2023 
 +  * 05/12/2023 {{didattica:ay2324:fml:fundamentalsml_lezione9_protetto.pdf|Lezione9}} 
 +  * 11/12/2023 {{didattica:ay2324:fml:fundamentalsml_lezione10_protetta.pdf|Lezione10}} 
 +  * 12/12/2023 {{didattica:ay2324:fml:cnn_protetto.pdf|Lezione11}}
 **Reference books** **Reference books**
  
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   * 26/10/2023 {{didattica:ay2324:fml:regression_protetto.pdf|Regression}}   * 26/10/2023 {{didattica:ay2324:fml:regression_protetto.pdf|Regression}}
   * 30/10/2023 {{didattica:ay2324:fml:tree4.png.pdf|DataSet Decision Tree - Download the file and change the extension from .pdf to .png}}   * 30/10/2023 {{didattica:ay2324:fml:tree4.png.pdf|DataSet Decision Tree - Download the file and change the extension from .pdf to .png}}
 +  * 30/10/2023 {{didattica:ay2324:fml:ensemble_methods_zhou.pdf|Ensemble Book}}
 +  * 30/10/2023 {{didattica:ay2324:fml:explaining_adaboost_schapire.pdf|AdaBoost Paper}}
 +  * 20/11/2023 {{didattica:ay2324:fml:HoeffdingsInequality_protetto.pdf|Notes about Hoeffding's Inequality}}
    
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 <WRAP box round center 95%> <WRAP box round center 95%>
 **Exam Dates A.Y. 2023/2024** **Exam Dates A.Y. 2023/2024**
-    +  * 15 January (Partial) 
- +  * 01 February 
-**Please, once inside your ESSE3 private account, select the dates with the labels in the following form ... **+  * 22 February 
 +  * 3 June 
 +  * 24 June 
 +  * 15 July 
 +  * 12 September 
 +**Please, once inside your ESSE3 private account, select the dates with the labels in the following form "FML_2324_..." **
  
 **Exam rules**:  **Exam rules**: 
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  • Last modified: 2023/10/30 18:00
  • by marcop