Learn Algorithmic Trading

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.

Type
ebook
Category
publication date
2019-11-07
what you will learn

Understand the components of modern algorithmic trading systems and strategies
Apply machine learning in algorithmic trading signals and strategies using Python
Build, visualize and analyze trading strategies based on mean reversion, trend, economic releases and more
Quantify and build a risk management system for Python trading strategies
Build a backtester to run simulated trading strategies for improving the performance of your trading bot
Deploy and incorporate trading strategies in the live market to maintain and improve profitability

no of pages
394
duration
788
key features
Understand the power of algorithmic trading in financial markets with real-world examples * Get up and running with the algorithms used to carry out algorithmic trading * Learn to build your own algorithmic trading robots which require no human intervention
approach
This book will help you create highly profitable real-world automated end-to-end algorithmic trading systems and trading strategies employed by leaders in modern automated algorithmic trading
audience
This book is for software engineers, financial traders, data analysts, and entrepreneurs. Anyone who wants to get started with algorithmic trading and understand how it works; and learn the components of a trading system, protocols and algorithms required for black box and gray box trading, and techniques for building a completely automated and profitable trading business will also find this book useful.
meta description
Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategies
short description
This book will provide knowledge and hands-on practical experience required to build a good understanding of how modern electronic trading markets and market participants operate. You will learn how to design, build and operate all the components required to build a practical and profitable algorithmic trading business using Python.
subtitle
Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis
keywords
Algorithmic trading, python, strategies, algorithmic trading python, machine learning algorithmic trading, python programming, predictive marketing, algorithmic trading book
Product ISBN
9781789348347