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C1DATA--01 | AI for Economics and Finance
Intitulé de la PSL-week
AI for Economics and Finance
Capacité d'accueil maximale
60
Langue d'enseignement
English
Nom de l'enseignant responsable de la PSL-week
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Mail de l'enseignant responsable de la PSL-week
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Établissement porteur
DATA
Lieux
TBA
Objectifs
The use of ML and AI in economics and finance is relatively new but it is fast-growing field (policy targeting, GDP growth prediction, fraud detection, algorithmic trading, etc.). The objective of the AI for Economics and Finance is to highlight the main challenges faced by Machine Learning when it comes to building models that use economic anf financial data. Previous editions covered topics such as portfolio replication, bankruptcy prediction, credit scoring, risk management, market sentiment analysis, modeling of economic cycles, ...
Programme du cours
TBA
Modalités de validation
The evaluation is based on a quiz that covers the various topics addressed during the week.
Pré-requis
Python, NumPy and pandas libraries, Scikit-learn, and potentially Keras/TensorFlow or PyTorch
Responsable de la PSL-week
RIVA Fabrice
Équipe enseignante
Sylvain Benoît and Fabrice Riva + TBA other instructors