Machine Learning for Finance

6 posts
Machine Learning for Finance
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Synthetic Financial Data with Generative Adversarial Networks (GANs)

Peter Foy
Peter Foy
In order to overcome the limitations of data scarcity, privacy, and costs, GANs for generating synthetic financial data may be essential in the adoption of AI.…
Natural Language Processing
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Introduction to Natural Language Processing (NLP) with Python

Peter Foy
Peter Foy
In this guide we introduce the core concepts of natural language processing, including an overview of the NLP pipeline and useful Python libraries.…
Reinforcement Learning
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Deep Reinforcement Learning for Trading with TensorFlow 2.0

Peter Foy
Peter Foy
In this article we look at how to build a reinforcement learning trading agent with deep Q-learning using TensorFlow 2.0.…
Machine Learning for Finance
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Classification-Based Machine Learning for Finance

Peter Foy
Peter Foy
In this article we discuss various applications of classification-based machine learning in finance, including logistic regression.…
Machine Learning
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Machine Learning for Finance: Price Prediction with Linear Regression

Peter Foy
Peter Foy
In this project we'll look at linear regression for price prediction, specifically the relationship between historical data and future price prediction.…
Reinforcement Learning
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An Overview of Deep Reinforcement Learning for Trading

Peter Foy
Peter Foy
In this article we provide an overview of deep reinforcement learning for trading. Reinforcement learning is the computational science of decision making.…