English
Introduction To Machine Learning In Quantitative Finance.
Appartenance & droits
NI Hao ; DONG Xin ; ZHENG Jinsong ; YU Guangxi
2021
238
213.20-NI
INTELLIGENCE ARTIFICIELLE ; MATHEMATIQUES FINANCIERES ; ALGORITHME ; ANALYSE DES DONNEES
| N° | Cote | Code barre | Commentaire | |
|---|---|---|---|---|
| 1 | [disponible] | |||
| 2 | [disponible] |
ISBN 13 : 978-1786349644
Sommaire :
Chapter 1: Overview of Machine Learning and Financial Applications
Chapter 2: Supervised Learning
Chapter 3: Linear Regression and Regularization
Chapter 4: Tree-based Models
Chapter 5: Neural Networks
Chapter 6: Cluster Analysis
Chapter 7: Principal Component Analysis
Chapter 8: Reinforcement Learning
Chapter 9: Case Study in Finance: Home Credit Default Risk
Langue : Anglais
Collection : ADVANCED TEXTBOOKS IN MATHEMATICS
Localisation : Bibliothèque Campus de Nice
Support : Papier
Etat : Présent
Propriétaire : Bibliothèque