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Advances in Financial Machine Learning
Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest. In the book, readers will learn how to: Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual 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.
Machine Learning for Asset Managers
Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to "learn" complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects.
Asset Management: Tools And Issues
Long gone are the times when investors could make decisions based on intuition. Modern asset management draws on a wide-range of fields beyond financial theory: economics, financial accounting, econometrics/statistics, management science, operations research (optimization and Monte Carlo simulation), and more recently, data science (Big Data, machine learning, and artificial intelligence). The challenge in writing an institutional asset management book is that when tools from these different fields are applied in an investment strategy or an analytical framework for valuing securities, it is assumed that the reader is familiar with the fundamentals of these fields. Attempting to explain stra...
My March With César
"My March with César" is a coming-of-age memoir of the chosen path of one young Chicano, Marco Lopez, through the farm worker movement, focusing on turbulent times in the 1960s, '70s and early '80s. The memoir covers the author's formative years in student politics, witnessing Cesar Chavez ending his 1968 fast for nonviolence alongside Robert Kennedy, Lopez's emersion in the United Farm Workers' international table grape boycott backed by millions of Americans, the landmark August, 1970 anti-Vietnam War Chicano Moratorium in East L.A., the signing that summer of the Delano grape growers' first union contracts and the battle against cynical sweet-heart deals between growers and Teamsters in ...
Emergency!
The hit television show that helped revolutionize emergency medical care in the streets is still a favorite with fans all over the world. When the show premiered in 1972 fire department paramedic services were being piloted in just a handful of cities. By 1977 over 50% of the US population was within 10 minutes of a paramedic unit. The paramedics of Fire Station 51 showed viewers critical techniques such as CPR that saved lives both on screen and off. Emergency! Behind the Scene contains real life tales from the production crew - from medical and fire technical advisors, cast members and writer, to paramedics and fire fighters. Learn more about Johnny Gage, Roy DeSoto, Dixie McCall and the rest of the Station 51 Rampart General Hospital staff. If you are a fire fighter, paramedic or simply a fan you will enjoy this in depth look behind the scenes.
Marco's Miracle a True Story
There is no available information at this time.
The NIH Record
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Communication and Smart Technologies
This book features selected papers from the International Conference on Communication and Applied Technologies (ICOMTA 2021), jointly organized by Universidad del Rosario (Bogotá, Colombia); the University of Vigo (Galicia, Spain); the University of Santiago de Compostela-Equipo de Investigaciones Políticas (Galicia, Spain); the University of A Coruña (Galicia, Spain); and the Information and Technology Management Association (ITMA), during September 2021. It covers recent advances in the field of digital communication and processes digital social media, software, big data, data mining, and intelligent systems.
