2021-12-26

Walk-forward optimization for algorithmic trading strategies on cloud architecture

11 mins read Table of Contents: Introduction Terminology Walk-forward Optimization Design of walk-forwards The Architecture Configuring cloud machines using Ansible Docker Swarm Optimization […]
2021-10-07

Monte Carlo Simulation Explained

29 mins read Monte Carlo Methods: I Am Feeling (Un-)Lucky! In short, Monte Carlo methods refer to a series of statistical methods essentially […]
2021-08-06

Understanding basic Trading Terminology

12 mins read This article is written for readers who want to understand the most common phrases and trading terminology that is used […]
2021-06-26

Labeling financial data for Machine Learning

24 mins read In this article, we’ll be looking at one method for labeling our data and getting it ready for our model. By the […]
2021-06-12

Introduction to advanced candlesticks in finance: tick bars, dollar bars, volume bars, and imbalance bars

55 mins read In this article, we will explore why traditional time-based candlesticks are an inefficient method to aggregate price data, especially under […]