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In 2005, long before machine learning was an industry buzzword, Deepak invented a probabilistic machine learning method and system for managing the risks and returns of project portfolios. It is a unique framework and has been cited in patents filed by IBM (twice), Accenture, Fujitsu, Huazhong University of Science and Technology, State Grid Zhejiang Electric Power Co Ltd, Zhejiang Gongshang University, Kyung Hee University's Industry-Academia Collaboration Foundation among others. See patent filing here .
Video course explains the concepts, process, and technological tools for developing algorithmic trading strategies using Python libraries. Interactive quiz tests your understanding of the content. Published by O'Reilly Media.
Article explores the trifecta of errors that are endemic in all financial models. Published on Google's TensorFlow Probability blog.
Article provides the three reasons why confidence intervals should not be used in financial data analyses. Published on O'Reilly Media's blog.