High Speed Trading

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 trading models of any complexity, you don't even need to be an expert in Linear algebra or a nerd enough to understand everything that goes into the system.

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For novice traders, understanding the basic principles of optimization algorithms can be a powerful tool in finding profitable trades and minimizing risks. For seasoned professionals, deep knowledge in this area can open up new horizons and help create sophisticated trading strategies that exceed expectations.

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Recurrent Neural Networks (RNNs) are artificial neural networks designed to recognize patterns in sequences of data, such as time series, language, or video. Unlike traditional neural networks, which assume that inputs are independent of each other, RNNs can detect and understand patterns from a sequence of data (information).

A basic understanding of Python, ONNX in MQL5, and Python machine learning is required to understand the contents of this article fully.

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HFT trading need super computer I think, maybe not all brokers allows high speed trading because could make their server slowing down. HFT trading is carried out by automating into a trading robot, it is very aggressive and can open and close positions very quickly