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  1. Data Science and Machine Learning(Part 15): SVM, A Must-Have Tool in Every Trader's Toolbox

    by , 05-15-2024 at 09:36 AM
    Support Vector Machine (SVM) is a powerful supervised machine learning algorithm used for linear or nonlinear classification and regression tasks, and sometimes outlier detection tasks.

    Unlike Bayesian classification techniques, and logistic regression which deploy simple mathematical models to classify information, The SVM has some complex mathematical learning functions aimed at finding the optimal hyperplane that separates the data in an N-dimensional space.

    Support
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  2. Data Science and Machine Learning(Part 21): Unlocking Neural Networks, Optimization algorithms demystified

    by , 05-09-2024 at 09:34 AM
    It seems like everybody nowadays is interested in Artificial Intelligence, it's everywhere, and the big guys in the tech industry such as Google and Microsoft behind openAI are pushing for AI adaptation in different aspects and industries such as entertainment, healthcare industry, arts, creativity, etc.

    I see this trend also in the MQL5 community why not, with the introduction of matrices and vectors and ONNX to Metatrader5, It is now possible to make Artificial intelligence
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