Machine learning and the gradient descent algorithm
Zanetti, Andrea (A.A. 2022/2023) Machine learning and the gradient descent algorithm. Tesi di Laurea in Mathematical finance, Luiss Guido Carli, relatore Sara Biagini, pp. 33. [Bachelor's Degree Thesis]
|
PDF (Full text)
Download (983kB) | Preview |
Abstract/Index
Machine learning. Background. What is machine learning? Types of models. Applications. Artificial neural networks. ANNs overview. Structure. ANNs training. The gradient descent algorithm. Overview. How does it work? Intuition behind gradient descent. Learning rate.
References
Bibliografia: pp. 32-33.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Economics and Business, English language (L-33) |
| Chair: | Mathematical finance |
| Thesis Supervisor: | Biagini, Sara |
| Academic Year: | 2022/2023 |
| Session: | Autumn |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 06 Mar 2024 15:49 |
| Last Modified: | 06 Mar 2024 15:49 |
| URI: | https://tesi.luiss.it/id/eprint/38103 |
Downloads
Downloads per month over past year
Repository Staff Only
 |
View Item |
