Machine Learning for Factor Investing: Python Version Coqueret Guillaume
Machine Learning for Factor Investing: Python Version Coqueret Guillaume Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. The technicality…
Specifikacia Machine Learning for Factor Investing: Python Version Coqueret Guillaume
Machine Learning for Factor Investing: Python Version Coqueret Guillaume
Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. The technicality of the subject can make it hard for non-specialists to join the bandwagon, as the jargon and coding requirements may seem out-of-reach. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection.
It provides a comprehensive tour of modern ML-based investment strategies that rely on firm characteristics.The book covers a wide array of subjects which range from economic rationales to rigorous portfolio back-testing and encompass both data processing and model interpretability. Machine learning for factor investing: Python version bridges this gap. Common supervised learning algorithms such as tree models and neural networks are explained in the context of style investing and the
Python Machine Learning
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Python Machine Learning Cookbook