logo
Mathematical Engineering - numerical analysis for machine learning

Numerical Analysis for Machine Learning


Synthetic program:

Parte I. 1) Rappresentazione matematica di reri neurali; 2) Elementi di Algebra Lineare Numerica per Reti Neurali; 3) Proprietà di approssimazione delle reti neurali. Parte II: 1) Elementi di ottimizzazione numerica per reti neurali; 2) Training di reti neurali; 3) Cenni ad applicazioni di AI e ML. I laboratori saranno svolti usando Python.

Lecture Notes

Complete course:

Type File name Year
File not available...

Divided by topic:

Type File name Year
File not available...

Other:

Type File name Year
File not available...

Exercises

Complete course:

Type File name Year
File not available...

Divided by topic:

Type File name Year
File not available...

Other:

Type File name Year
File not available...

Exams

First partial exam:

Type Date
File not available...

Second partial exam:

Type Date
File not available...

Full exam:

Type Date
Text and solution 06/02/2025
Text 16/01/2025
Text and solution 03/09/2024
Text 06/09/2023
Text 06/07/2023
Text 07/02/2023
Text and solution 20/01/2023
Text 16/06/2022
Text 18/01/2022
Text and solution 08/07/2021
Text 09/02/2021
Text 19/01/2021

Oral exam:

Type Date
File not available...

Multiple choice test:

Type Date
File not available...

Other:

File name
File not available...

Other

Laboratory:

File name Year
File not available...

Projects:

File name Year
File not available...

Presentations:

File name Year
File not available...

Collections of notes, exercises or exams:

File name Year
File not available...

Tables:

File name Year
File not available...

Etc:

File name Year
File not available...

Live

Quick daily notes, exercises and audio recordings. Files will be approved on priority but deleted after 365 days. 2 points will be assigned by default.

Quick contents:

File name Date
File not available...