InInsiderFinance WirebyLeo Mercanti·Mar 27, 2025Adam Optimizer — AI Meets Finance: Algorithms SeriesWhat exactly is the Adam Optimizer? How does it work, and why does it matter in finance?
InInsiderFinance WirebyLeo Mercanti·Mar 24, 2025Markov Decision Processes (MDP) — AI Meets Finance: Algorithms SeriesMDP is a mathematical approach that helps in making optimal decisions in uncertain environments, balancing risk and reward with each…
InInsiderFinance WirebyLeo Mercanti·Mar 20, 2025Convolutional Neural Networks (CNN) — AI Meets Finance: Algorithms SeriesCNNs stand out as a powerful tool, originally developed for image processing but now being widely used in finance.
InInsiderFinance WirebyLeo Mercanti·Mar 17, 2025Q-Learning — AI Meets Finance: Algorithms SeriesIn this article, we’ll explore how Q-Learning works, how to implement it in Python, and why it has become an essential tool in finance.
Leo Mercanti·Mar 13, 2025Recurrent Neural Networks (RNN) — AI Meets Finance: Algorithms SeriesRNNs are designed to handle sequential data, like time series data commonly found in financial markets.
Leo Mercanti·Mar 10, 2025SARSA (State-Action-Reward-State-Action) — AI Meets Finance: Algorithms SeriesIn this article, we’ll break down how SARSA works and how it’s applied in trading strategies, portfolio management, and risk assessment.
InInsiderFinance WirebyLeo Mercanti·Mar 6, 2025Gated Recurrent Units (GRU) — AI Meets Finance: Algorithms SeriesGRUs can identify trends, evaluate past market behaviors, and even assist in predicting stock prices.
InInsiderFinance WirebyLeo Mercanti·Mar 3, 2025Monte Carlo Simulation — AI Meets Finance: Algorithms SeriesThe algorithm’s strength lies in its ability to model complex, stochastic (random) processes.
InInsiderFinance WirebyLeo Mercanti·Feb 27, 2025Variational Autoencoders (VAE) — AI Meets Finance: Algorithms SeriesBuilt on deep learning fundamentals, VAEs allow us to uncover hidden patterns and unique market signals within financial data.
InInsiderFinance WirebyLeo Mercanti·Feb 24, 2025Stochastic Gradient Descent (SGD) — AI Meets Finance: Algorithms SeriesSGD is widely used in finance for tasks like portfolio optimization, algorithmic trading, and risk assessment.
