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1. Artificial Intelligence in Finance

Welcome to the Artificial Intelligence section. This area explores machine learning and AI applications in quantitative finance, from data processing to predictive modeling.

1.1 Overview

Artificial Intelligence and Machine Learning are transforming quantitative finance, enabling sophisticated pattern recognition, prediction, and decision-making at scale.

1.2 Topics Covered

  • Deep Learning — Neural network fundamentals, backpropagation, and modern architectures for representation learning

  • Reinforcement Learning — Sequential decision-making algorithms including policy gradient methods (A2C, PPO) and value-based approaches for learning optimal strategies

Leveraging AI for intelligent financial decision-making