Both sides previous revision Previous revision Next revision | Previous revision |
didattica:ay2223:fml:main [2023/02/03 11:49] – marcop | didattica:ay2223:fml:main [2023/10/04 12:22] (current) – marcop |
---|
{{ :didattica:ay2223:fml:lezione5_protetto.pdf |}}====== Fundamentals of Machine Learning ====== | |
| ====== Fundamentals of Machine Learning ====== |
---- | ---- |
| |
| |
* The VC-dimension | * The VC-dimension |
| |
| * Bias-Variance Trade-off |
| |
* Support Vector Machines (Proof of the maximum margin) | * Support Vector Machines (Proof of the maximum margin) |
* 24/10/2022 {{didattica:ay2223:fml:Lezione3_2022_2023_protetta.pdf|Lezione7}} | * 24/10/2022 {{didattica:ay2223:fml:Lezione3_2022_2023_protetta.pdf|Lezione7}} |
* 25/10/2022 <wrap em>** Please refer to 24/10/2022**</wrap> | * 25/10/2022 <wrap em>** Please refer to 24/10/2022**</wrap> |
* 07/11/2022 <wrap em>** Please refer to 24/10/2022**</wrap> | * 07/11/2022 {{didattica:ay2223:fml:lezione5_2022_2023_protetta.pdf|Lezione9 (NNs)}} |
* 08/11/2022 <wrap em>** Please refer to 24/10/2022**</wrap> | * 08/11/2022 <wrap em>** Please refer to 07/11/2022**</wrap> |
* 14/11/2022 {{didattica:ay2223:fml:lezione_dt_locked.pdf|Lezione11}} | * 14/11/2022 {{didattica:ay2223:fml:lezione_dt_locked.pdf|Lezione11}} |
* 15/11/2022 <wrap em>** Please refer to 14/11/2022**</wrap> | * 15/11/2022 <wrap em>** Please refer to 14/11/2022**</wrap> |