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  1. Introduction to MQL5 (Part 7): Beginner's Guide to Building Expert Advisors and Utilizing AI-Generated Code in MQL5

    by , 05-12-2024 at 05:42 PM
    The rapid advancement of artificial intelligence in today's technological landscape has sparked discussions regarding the future of coding. Some argue that code produced by AI could replace the need for conventional coding knowledge. But nothing could be further from reality than this. This article seeks to dispel this myth and highlight the importance of knowing how to code. We're going to reveal ways you can incorporate AI-generated code into our programming projects in a seamless way so
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  2. Integrating ML models with the Strategy Tester (Conclusion): Implementing a regression model for price prediction

    by , 05-12-2024 at 03:41 AM
    In the previous article, we completed the implementation of a CSV file management class for storing and retrieving data related to financial markets. Having created the infrastructure, we are now ready to use this data to build and train a machine learning model.


    Our task in this article is to implement a regression model that can predict the closing price of a financial asset within a week. This forecast will allow us to analyze market behavior and make informed decisions
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  3. Experiments with neural networks (Part 7): Passing indicators

    by , 05-10-2024 at 07:25 AM
    In the current article, we will talk in more detail about the importance of passing meaningful data, the so-called time series, in a neural network. In particular, we will pass our favorite indicators. To achieve this, I will introduce some new concepts that I use while working with neural networks. Although, I think this is not the limit, and over time I will have a new vision in understanding what and how exactly needs to be passed.
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  4. Stock Market Hit 100% Measured Move – Now What?

    by , 05-09-2024 at 05:27 PM


    Looking at the S&P 500 E-mini Futures chart, the Fibonacci extension has reached its 100% fully measured move. So, where are we going from here? Another leg up, or will a deeper correction take place?

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

    by , 05-09-2024 at 08:34 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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