Quantitative Analysis · Data Science · Machine Learning

Posts tagged with ‘Machine Learning’

  • Precision vs. Recall in ML Classification

    In financial machine learning, particularly when predicting between three classes like “buy,” “sell,” and “hold,” the choice between optimizing...

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  • Methods of Scaling Data for Machine Learning

    Why scale feature data? Scaling is an important preprocessing step in machine learning, especially when dealing with features that...

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  • Steps to reduce overfitting a model using RFC

    Overfitting is a common issue in machine learning where a model becomes excessively tailored to the training data, losing...

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  • The impact of AI in financial markets

    The financial markets are constantly evolving, and the integration of artificial intelligence (AI) is the latest development set to...

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  • Introduction to Machine Learning

    Machine learning is a type of artificial intelligence that involves training algorithms to make predictions or decisions based on...

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  • Genetic Algorithms

    What is a genetic algorithm? A genetic algorithm is a type of optimization algorithm that is inspired by the...

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