Financial AI and ML - templates
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Templates by AI/ML Type

  • Supervised - Regression
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  • Unsupervised - Dimensionality Reduction
  • Unsupervised - Clustering
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Templates by Application

  • Algorithic Trading
  • Portfolio Management
    • Clustering based:
    • Dimensionality Reduction based:
    • Reinforcement Learning based:
  • Derivative Pricing aand Hedging
  • Asset Price Prediction
  • Fraud Detection and Lending
Financial AI and ML - templates
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Portfolio Management

The details involved in Machine Learning based Portfolio Management

Clustering based:

  • https://fin-ai-projects-and-resources.readthedocs.io/en/latest/CaseStudies/Port_Clustering.html

Dimensionality Reduction based:

  • https://fin-ai-projects-and-resources.readthedocs.io/en/latest/CaseStudies/Port_Eigen.html

Reinforcement Learning based:

  • https://fin-ai-projects-and-resources.readthedocs.io/en/latest/CaseStudies/Port_rl.html

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