What is Leverage and Margin? (MT5 Step-by-Step + Tiny Example) – Analytics & Forecasts – 14 August 2025

What is Leverage and Margin? (MT5 Step-by-Step + Tiny Example) - Analytics & Forecasts - 14 August 2025

What is Leverage and Margin? (MT5 Step-by-Step + Tiny Example) Summary Leverage lets you control a large position with a small deposit. Margin is that deposit — the money your broker sets aside to keep your trade open. In MT5, knowing your leverage and margin helps you manage risk and avoid margin calls. Key Takeaways … Read more

Step-by-Step Python Guide for Regime-Specific Trading Using HMM and Random Forest

Step-by-Step Python Guide for Regime-Specific Trading Using HMM and Random Forest

By José Carlos Gonzáles Tanaka TL;DR Most trading strategies fail because they assume the market behaves the same all the time.But real markets shift between calm and chaotic, and strategies must adapt accordingly. This project builds a Python-based adaptive trading strategy that: Detects current market regime using a Hidden Markov Model (HMM) Trains specialist ML … Read more

How to Build a Classification Strategy in Python: Step-by-Step Guide

How to Build a Classification Strategy in Python: Step-by-Step Guide

By Rekhit Pachanekar Prerequisites To get the most out of this blog, it helps to start with an overview of machine learning principles. Begin with Machine Learning Basics: Components, Application, Resources and More, which provides a solid introduction to how ML works, key components of ML workflows, and its growing role in financial markets. Since … Read more

Step-by-Step Guide for Windows, Mac, and Linux

Step-by-Step Guide for Windows, Mac, and Linux

By Ishan Shah, Rekhit Pachanekar and Gaurav Singh Pre-requisite blogs: Level of this blog: Foundation/Beginner Technical indicators are calculated using historical price and volume data to predict the market direction. These indicators are added on charts using which you can set your entry and exit signals. Won’t it be amazing if you can compute these … Read more