Algorithmic Trading and Quantitative Strategies by Raja Velu, Daniel Nehren and Maxence Hardy (2020, Hardcover)
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The book starts with the often overlooked context of why and how we trade via a detailed introduction to market structure and quantitative microstructure models. The authors then present the necessary quantitative toolbox including more advanced machine learning models needed to successfully operate in the field.