
Getting Started with Forex Trading Using Python: Beginner's guide to the currency market and development of trading algorithms
Author(s): Alex Krishtop (Author)
- Publisher: Packt Publishing
- Publication Date: 17 Mar. 2023
- Language: English
- Print length: 384 pages
- ISBN-10: 1804616850
- ISBN-13: 9781804616857
Book Description
Discover the inner workings of today’s forex market, the essential risks in forex algo trading, and how to mitigate them
Key Features
- Build trading applications with research and without advanced Python programming skills
- Dive into professional fx trading while enhancing your trading apps to be more accurate
- Develop simple yet efficient backtesting applications to help keep your expectations realistic
Book Description
Algorithm-based trading is a popular choice for Python programmers due to its apparent simplicity. However, very few traders get the results they want, partly because they aren’t able to capture the complexity of the factors that influence the market. Getting Started with Forex Trading Using Python helps you understand the market and build an application that reaps desirable results.
The book is a comprehensive guide to everything that is market-related: data, orders, trading venues, and risk. From the programming side, you’ll learn the general architecture of trading applications, systemic risk management, de-facto industry standards such as FIX protocol, and practical examples of using simple Python codes. You’ll gain an understanding of how to connect to data sources and brokers, implement trading logic, and perform realistic tests. Throughout the book, you’ll be encouraged to further study the intricacies of algo trading with the help of code snippets.
By the end of this book, you’ll have a deep understanding of the fx market from the perspective of a professional trader. You’ll learn to retrieve market data, clean it, filter it, compress it into various formats, apply trading logic, emulate the execution of orders, and test the trading app before trading live.
What you will learn
- Explore the forex market organization and operations
- Understand the sources of alpha and the concept of algo trading
- Get a grasp on typical risks and ways to mitigate them
- Understand fundamental and technical analysis
- Connect to data sources and check the integrity of market data
- Use API and FIX protocol to send orders
- Translate trading ideas into code
- Run reliable backtesting emulating real-world market conditions
Who this book is for
This book is for financial traders and python developers who are interested in forex trading. Academic researchers looking to focus on practical applications will find this book useful. This book can also help established fx market professionals who want to take the first steps in algo trading. Familiarity with Python and object-oriented programming within the scope of an online course or self-study is a must. Knowledge of network protocols and interfaces is a plus but not a prerequisite, as is specific knowledge about markets and trading.
Table of Contents
- Developing Trading Strategies – Why They Are Different
- Using Python for Trading Strategies
- FX Market Overview from a Developer’s Standpoint
- Trading Application – What’s Inside?
- Retrieving and Handling Market Data with Python
- Basics of Fundamental Analysis and Its Possible Use in FX Trading
- Technical Analysis and Its Implementation in Python
- Data Visualization in FX Trading with Python
- Trading Strategies and Their Core Elements
- Types of Orders and Their Simulation in Python
- Backtesting and Theoretical Performance
- Sample Strategy – Trend-Following
- To Trade or Not to Trade – Performance Analysis
- Where to Go Now?
Editorial Reviews
Review
“Getting Started with Forex Trading Using Python by Alex Krishtop is an outstanding book for anyone interested in exploring algorithmic trading in the forex market. The book is well-structured and informative and provides an excellent resource for coding a scalable trading platform suitable for both research and live trading. One of the book’s strengths is the clarity of its explanations, which makes it easy to understand. The author has also done an excellent job of explaining the importance of performance analysis, trade analysis, and risk management, making it a comprehensive guide for anyone looking to dive into the world of forex trading. I highly recommend this book to anyone interested in algorithmic trading and forex trading in particular.”
Doron Whitman, Founder and CIO, Algorithmic Traders Association
“I found the book to be a helpful guide for anyone looking to improve their Forex trading skills using Python. The book covers a wide range of topics, starting with the basics of Forex trading and progressing to more advanced concepts such as backtesting and high-frequency trading. The USP of the book is how clear and detailed the explanations are. Alex has a way of explaining things in a simple yet concise manner, something only an expert in the field can do. Even if you’re new to Forex trading or Python programming, the author does a great job of breaking down complex concepts and providing practical examples that are easy to understand. I found the sections on strategies for developing and backtesting trading systems using Python to be particularly useful. Another great aspect of this book is how much emphasis it places on risk management and the psychological aspects of trading. The author provides valuable insights and offers practical tips for managing risk and avoiding common mistakes. Overall, I would highly recommend Getting Started with Forex Trading Using Python to anyone looking to improve their skills.”
Savio Shetty, Visiting Faculty, Institute of Actuarial and Quantitative Studies
“This book is a benchmark for anyone wanting to enhance foreign exchange trading profits using algorithms. The author has a distinguished pedigree in trading with algorithms. His easy-to-read writing style makes complex topics accessible and enjoyable to learn.
The book is far more than just a guide to crafting profitable algorithms using Python; it is a detailed road map. It is a valuable tool for both novice and veteran FX traders as it doesn’t just detail how to create Forex algorithms but provides an in-depth analysis of how algorithms can go wrong.
Mr. Krishtop covers a vast array of topics, including a review of some trading strategies, back testing, and the advantages and disadvantages of using Python for those strategies. Even better, the book provides a comprehensive overview of the forex trading world, communication protocols, and how to ensure the use of quality market data in crafting trading algorithms. He also includes a discussion on the pitfalls of fundamental analysis. If you have a basic understanding of coding with Python and the foreign exchange market and want to improve your trading acumen, this book is for you.”
Michael O’Neill, Treasury and Financial Markets professional, President and Chief Strategist at ONeill and Associates FX Advisers
“This book is a comprehensive and indispensable guide for anyone looking to venture into the world of algorithmic forex trading. It breaks down complex concepts into easily digestible chunks, making it an ideal resource for financial traders, Python developers, and academic researchers interested in forex trading. The author has meticulously covered every aspect of the forex market, from market organization and operations to the understanding of the sources of alpha and the concept of algo trading.
What sets this book apart from other similar books is its approachability. The author assumes basic familiarity with Python and object-oriented programming but does not require prior knowledge of network protocols, interfaces, markets, or trading. This makes it accessible to a wide range of readers, from beginners to established FX market professionals looking to explore algo trading. In short, it is a must-read for aspiring algo traders.”
Ruban Phukan, Co-Founder & CEO at Researchfin.ai | Author | Systematic Trading and Investing Evangelist
Wow! eBook

![[] [Author: C. Kozierok] [Nov-2005]-Wow! eBook](https://m.media-amazon.com/images/I/41YNmvB-fML._SY342_.jpg)
