ML-AI-DS-4-Finance

Machine Learning, Artificial Intelligence & Data Science 4 Finance

How is ML used in finance?

Data mining to identify patterns, extract features and generate insights
Supervised learning to generate risk factors or alphas and create trade ideas
Aggregation of individual signals into a strategy
Allocation of assets according to risk profiles learned by an algorithm
The testing and evaluation of strategies, including through the use of synthetic data
The interactive, automated refinement of a strategy using reinforcement learning
Ref