Browsing by Author Jannes Klaas

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  • TVS.008345_Jannes Klaas - Machine Learning for Finance_ Principles and practice for financial insiders-Packt Publishing (2019)-GT.pdf.jpg
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  • Authors: Jannes Klaas (2019)

  • The book is based on Jannes Klaas' experience of running machine learning training courses for financial professionals. Rather than providing ready-made financial algorithms, the book focuses on the advanced ML concepts and ideas that can be applied in a wide variety of ways.The book shows how machine learning works on structured data, text, images, and time series. It includes coverage of generative adversarial learning, reinforcement learning, debugging, and launching machine learning products. It discusses how to fight bias in machine learning and ends with an exploration of Bayesian inference and probabilistic programming.