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Learn Algorithmic Trading : Build and Deploy Algorithmic Trading Systems and Strategies Using Python and Advanced Data Analysis /

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 algorith...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Donadio, Sebastien
Otros Autores: Ghosh, Sourav
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, Limited, 2019.
Temas:
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • Learn algorithmic trading: build and deploy algorithmic trading systems and strategies using Python and advanced data analysis
  • About Packt
  • Contributors
  • Table of Contents
  • Preface
  • Section 1: Introduction and Environment Setup
  • 1: Algorithmic Trading Fundamentals
  • Section 2: Trading Signal Generation and Strategies
  • 2: Deciphering the Markets with Technical Analysis
  • 3: Predicting the Markets with Basic Machine Learning
  • Section 3: Algorithmic Trading Strategies
  • 4: Classical Trading Strategies Driven by Human Intuition
  • 5: Sophisticated Algorithmic Strategies
  • 6: Managing the Risk of Algorithmic Strategies
  • Section 4: Building a Trading System
  • 7: Building a Trading System in Python
  • 8: Connecting to Trading Exchanges
  • 9: Creating a Backtester in Python
  • Section 5: Challenges in Algorithmic Trading
  • 10: Adapting to Market Participants and Conditions
  • Other Books You May Enjoy
  • Index.