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Introduction To Machine Learning In Quantitative Finance.
Appartenance & droits
NI Hao ; DONG Xin ; ZHENG Jinsong ; YU Guangxi
2021
238
213.20-NI
ARTIFICIAL INTELLIGENCE ; FINANCIAL MATHEMATICS ; ALGORITHM ; DATA ANALYSIS
Number of copies : 2
| No. | Call n° | Bar code | Commentary | |
|---|---|---|---|---|
| 1 | [available] | |||
| 2 | [available] |
ISBN 13 : 978-1786349644
Contents :
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
Language : English
Series : ADVANCED TEXTBOOKS IN MATHEMATICS
Location : Nice Library
Material : Paper
Statement : Présent
Owner : Bibliothèque