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Quantitative Trading Strategies Using Python

Technical Analysis, Statistical Testing, and Machine Learning

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Focusing on quantitative trading, this book guides readers through the process of building and implementing trading strategies using Python. It covers essential concepts and provides practical examples, addressing topics like data analysis, algorithmic trading, backtesting, risk management, optimization, and machine learning. Each section includes step-by-step implementations, making it accessible for those looking to develop their own trading models from scratch.

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Quantitative Trading Strategies Using Python, Peng Liu

Langue
Année de publication
2023
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Titre
Quantitative Trading Strategies Using Python
Sous-titre
Technical Analysis, Statistical Testing, and Machine Learning
Langue
Anglais
Auteurs
Peng Liu
Éditeur
Apress
Publié
2023
Format
souple
Pages
352
ISBN13
9781484296745
Séries
Description
Focusing on quantitative trading, this book guides readers through the process of building and implementing trading strategies using Python. It covers essential concepts and provides practical examples, addressing topics like data analysis, algorithmic trading, backtesting, risk management, optimization, and machine learning. Each section includes step-by-step implementations, making it accessible for those looking to develop their own trading models from scratch.