Book Image

Learn Algorithmic Trading

By : Sebastien Donadio, Sourav Ghosh
Book Image

Learn Algorithmic Trading

By: Sebastien Donadio, Sourav Ghosh

Overview of this book

It’s now harder than ever to get a significant edge over competitors in terms of speed and efficiency when it comes to algorithmic trading. Relying on sophisticated trading signals, predictive models and strategies can make all the difference. This book will guide you through these aspects, giving you insights into how modern electronic trading markets and participants operate. You’ll start with an introduction to algorithmic trading, along with setting up the environment required to perform the tasks in the book. You’ll explore the key components of an algorithmic trading business and aspects you’ll need to take into account before starting an automated trading project. Next, you’ll focus on designing, building and operating the components required for developing a practical and profitable algorithmic trading business. Later, you’ll learn how quantitative trading signals and strategies are developed, and also implement and analyze sophisticated trading strategies such as volatility strategies, economic release strategies, and statistical arbitrage. Finally, you’ll create a trading bot from scratch using the algorithms built in the previous sections. By the end of this book, you’ll be well-versed with electronic trading markets and have learned to implement, evaluate and safely operate algorithmic trading strategies in live markets.
Table of Contents (16 chapters)
Title Page

Making a trading system trade with exchanges

As we saw in Chapter 7Building a Trading System in Python, a trading system is a piece of software that is capable of collecting financial data and sending orders to the market. This trading system has many functional components that are in charge of handling trading and risks, as well as monitoring the trading process that happens on one or many exchanges. When you code a trading strategy, it will become a component of the trading system. You will need input price information and your trading strategy as output. This will send trading indications. To complete this flow, we require gateways since they are the main components.

The following diagram shows the functional components of a trading system, the gateway's interface, and the outside world with the trading system. The gateways collect prices and market responses...