Advances in Financial Machine Learning by Marcos Lopez de Prado Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big data in a way that is amenable to ML algorithms; how to conduct research with ML algorithms on that data; how to use supercomputing methods; how to backtest your discoveries while avoiding false positives. The book addresses real-life problems faced by practitioners on a daily basis, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their particular setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.
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A textbook is a comprehensive compilation of content in a branch of study. Textbooks are produced to meet the needs of educators, usually at educational institutions. Schoolbooks are textbooks and other books used in schools. Today, many textbooks are published in both print format and digital formats. The Social Contract and Discourses - Online Library of Liberty
A NOTE ON BOOKS. There are few good books in English on Rousseau’s politics. By far the best treatment is to be found in Mr. Bernard Bosanquet’s Philosophical Theory of the State. Viscount Morley’s Rousseau is a good life, but is not of much use as a criticism of views; Mr. W. Boyd’s The Educational Theory of Rousseau contains some fairly good chapters on the political views. Cognitive bias mitigation - Wikipedia
Cognitive bias mitigation is the prevention and reduction of the negative effects of cognitive biases – unconscious, automatic influences on human judgment and decision making that reliably produce reasoning errors.. Coherent, comprehensive theories of cognitive bias mitigation are lacking. This article describes debiasing tools, methods, proposals and other initiatives, in academic and Machine Learning and Data Mining Methods in Diabetes ...
2.1. Categories of Machine Learning Tasks. Machine learning tasks are typically classified into three broad categories .These are: a) supervised learning, in which the system infers a function from labeled training data, b) unsupervised learning, in which the learning system tries to infer the structure of unlabeled data, and c) reinforcement learning, in which the system interacts with a The Fourth Industrial Revolution and Higher Education ...
After the First Industrial Revolution, a vision for a new kind of curriculum began to form with more diverse degree options and new general education programs designed to produce breadth of study through the selection from a variety of elective courses. Information for Authors | Clinical Chemistry
Animal Studies. Clinical Chemistry's policy regarding studies reporting experiments on animals adheres to the recommendations from the International Committee of Medical Journal Editors (ICMJE).When reporting experiments on animals, authors should indicate whether institutional and national standards for the care and use of laboratory animals were followed.
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