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Tag: Optimization

  • Parameter Tuning methods in AI

    Parameter Tuning methods in AI

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    by

    vishnumuthu
    in

      Parameter Tuning methods in AI The success of Artificial Intelligence (AI) models, particularly those based on neural networks, hinges on a delicate balance of various factors. Among these, hyperparameter tuning, regularization, and optimization algorithms play crucial roles in ensuring that models are both accurate and generalizable. Below, explore these key components, focusing on the…

  • Growth of ML and Optimization, Math Behind It

    Growth of ML and Optimization, Math Behind It

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    by

    vishnumuthu
    in

      Growth of ML and Optimization, Math Behind It Machine learning (ML) is a powerful tool that enables computers to learn from data and make predictions or decisions without being explicitly programmed for specific tasks. At the heart of machine learning lies a complex interplay of mathematics, optimization techniques, and algorithms. Below, delves into the…