Learn Algorithmic Trading

Learn Algorithmic Trading
Author :
Publisher :
Total Pages : 394
Release :
ISBN-10 : 178934834X
ISBN-13 : 9781789348347
Rating : 4/5 (347 Downloads)

Book Synopsis Learn Algorithmic Trading by : Sourav Ghosh

Download or read book Learn Algorithmic Trading written by Sourav Ghosh and published by . This book was released on 2019-11-07 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategies 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 Book Description 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. 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 Who this book is for 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.


Learn Algorithmic Trading Related Books

Learn Algorithmic Trading
Language: en
Pages: 394
Authors: Sourav Ghosh
Categories: Computers
Type: BOOK - Published: 2019-11-07 - Publisher:

GET EBOOK

Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategies Key Features
Machine Learning for Algorithmic Trading
Language: en
Pages: 822
Authors: Stefan Jansen
Categories: Business & Economics
Type: BOOK - Published: 2020-07-31 - Publisher: Packt Publishing Ltd

GET EBOOK

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensi
Algorithmic Trading
Language: en
Pages: 230
Authors: Ernie Chan
Categories: Business & Economics
Type: BOOK - Published: 2013-05-28 - Publisher: John Wiley & Sons

GET EBOOK

Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apar
Hands-On Machine Learning for Algorithmic Trading
Language: en
Pages: 668
Authors: Stefan Jansen
Categories: Computers
Type: BOOK - Published: 2018-12-31 - Publisher: Packt Publishing Ltd

GET EBOOK

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms
Python for Algorithmic Trading
Language: en
Pages: 380
Authors: Yves Hilpisch
Categories: Computers
Type: BOOK - Published: 2020-11-12 - Publisher: O'Reilly Media

GET EBOOK

Algorithmic trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The t