Articles
SP500 Trading Strategy in MQL5 For Beginners pour MetaTrader 5
Discover how to leverage MQL5 to forecast the S&P 500 with precision, blending in classical technical analysis for added stability and combining algorithms with time-tested principles for robust market insights
Reimagining Classic Strategies in Python: MA Crossovers pour MetaTrader 5
In this article, we revisit the classic moving average crossover strategy to assess its current effectiveness. Given the amount of time time since its inception, we explore the potential enhancements that AI can bring to this traditional trading strategy. By incorporating AI techniques, we aim to
Gain An Edge Over Any Market (Part II): Forecasting Technical Indicators pour MetaTrader 5
Did you know that we can gain more accuracy forecasting certain technical indicators than predicting the underlying price of a traded symbol? Join us to explore how to leverage this insight for better trading strategies
Reimagining Classic Strategies: Crude Oil pour MetaTrader 5
In this article, we revisit a classic crude oil trading strategy with the aim of enhancing it by leveraging supervised machine learning algorithms. We will construct a least-squares model to predict future Brent crude oil prices based on the spread between Brent and WTI crude oil prices. Our goal is
Spurious Regressions in Python pour MetaTrader 5
Spurious regressions occur when two time series exhibit a high degree of correlation purely by chance, leading to misleading results in regression analysis. In such cases, even though variables may appear to be related, the correlation is coincidental and the model may be unreliable
Build Self Optmising Expert Advisors in MQL5 pour MetaTrader 5
Build expert advisors that look forward and adjust themselves to any market
Gain An Edge Over Any Market pour MetaTrader 5
Learn how you can get ahead of any market you wish to trade, regardless of your current level of skill
The Disagreement Problem: Diving Deeper into The Complexity Explainability in AI pour MetaTrader 5
In this article, we explore the challenge of understanding how AI works. AI models often make decisions in ways that are hard to explain, leading to what's known as the "disagreement problem". This issue is key to making AI more transparent and trustworthy
Mastering Model Interpretation: Gaining Deeper Insight From Your Machine Learning Models pour MetaTrader 5
Machine Learning is a complex and rewarding field for anyone of any experience. In this article we dive deep into the inner mechanisms powering the models you build, we explore the intricate world of features,predictions and impactful decisions unravelling the complexities and gaining a firm grasp
Algorithmic Trading With MetaTrader 5 And R For Beginners pour MetaTrader 5
Embark on a compelling exploration where financial analysis meets algorithmic trading as we unravel the art of seamlessly uniting R and MetaTrader 5. This article is your guide to bridging the realms of analytical finesse in R with the formidable trading capabilities of MetaTrader 5