Description de la formation

This programme aims to introduce finance professionals into the potentially endless opportunities which arise when insights scientifically extracted from big data are empowering financial market participants.

Content:

• Introduction: Data Science
• Exploratory Data Analysis
• Multiple Linear Regression and Related Topics
• Models with Binary Dependent Variables
• Time-Varying Volatility and the Likelihood of Extreme
• Loss Events
• Smoothed Bootstrap
• Statistics with Python
• Introduction to Machine Learning
• Introduction to Python and ML Libraries
• Supervised Learning and Logistic Regression in Python
• Unsupervised Learning and K-Means in Python
• Neural Networks and Deep Learning
• Convolutional Neural Networks
• Recurrent Neural Networks and Long Short Term Memory
• Natural Language Processing
• Transformers
• Reinforcement Learning
• Data Centric AI
• AI Canvas