Machine Learning Applications In Finance

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In order to tackle the computer challenge, we will need an algorithm. A collection of instructions that must be carried out in order to transform an input into an outcome is referred to as an algorithm. One illustration of this would be the development of an algorithm to produce a classification. Your ordered list is the result, and the input is a series of numerical values to be arranged. You might be interested in discovering the most effective algorithm, which either needs fewer instructions or less memory or both, and you might discover that there are numerous algorithms for the same work. On the other hand, we do not have an algorithm for certain tasks, such as determining what constitutes spam and what constitutes legitimate e-mail. We are aware of the nature of the entry, which is a simple typeface file contained within an email document. We are aware of the expected outcome, which is a yes/no answer signifying whether or not the communication should be considered spam. We are not familiar with the process of converting information to output. The definition of what constitutes spam shifts over time and differs from one individual to the next. Using statistics, we are able to compensate for our dearth of understanding. We are able to quickly collect thousands of example messages, some of which we are aware are spam and would like to "learn" more about how they are constructed. Therefore, we would like the computer (machine) to automatically determine the procedure that should be used for this work. There is no need for you to learn how to arrange numbers because we already have algorithms for that; however, there are many applications with example data that do not require an algorithm. Because of developments in computer technology, we are now able to store and analyze large quantities of data, as well as retrieve this data from geographically dispersed locations through the use of a computer network. Most data acquisition instruments today are computerized and capture accurate data.

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Genre : Computers
Author : Dr. Hemant N. Patel
Publisher : Xoffencerpublication
Release : 2023-07-17
File : 224 Pages
ISBN-13 : 9788119534029


Campaign Finance Law

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A summary of state campaign finance laws with quick reference charts for the U.S. territories and possessions.

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Genre : Campaign funds
Author :
Publisher :
Release :
File : 776 Pages
ISBN-13 : WISC:89124143744


Finance At The Threshold

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Why did the banks stop lending to one another, and why at this moment in history? Is the problem merely a matter of over-loose credit due to the relaxation of traditional prudence, or did global finance find itself at its limits, both technically and epistemologically? In Finance at the Threshold, Christopher Houghton Budd views the contemporary crisis from his perspective as an economic and monetary historian. In his contribution to the Transformation and Innovation Series, the author argues that global finance has brought us to the limits of what mechanistic economic explanations can capture. New ideas and above all new instruments are needed.

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Genre : Economic policy
Author : Christopher Houghton Budd
Publisher : Gower Publishing, Ltd.
Release : 2011
File : 272 Pages
ISBN-13 : 0566092115


Ethics And Responsibility In Finance

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5.4 The quality of prices: insider trading, market rigging and dark pools -- 5.5 Volatility and risk transfer -- Chapter 6: New avenues for action -- 6.1 Curbing expectations and aspirations in finance -- 6.2 Enhancing the importance of personal relationships -- 6.3 Simplifying the way finance works -- 6.4 Teaching finance differently -- 6.5 Ethics as a goal -- Bibliography -- Index.

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Genre : Business & Economics
Author : Paul H. Dembinski
Publisher : Taylor & Francis
Release : 2017-02-03
File : 87 Pages
ISBN-13 : 9781351793742


Mergers And Acquisitions In Banking And Finance

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This book is intended to lay out, in a clear and intuitive as well as comprehensive way, what we know - or think we know - about mergers and acquisitions in the financial services sector. It evaluates their underlying drivers, factual evidence as to whether or not the basic economic concepts and strategic precepts are correct. It looks closely at the managerial dimensions in terms of the efficacy of merger implementation, notably the merger integration process. The focus is on enhancing shareholder value creation and the execution of strategies for the successful management of mergers. It also has a strong public-policy component in this "special" industry where successes can pay dividends and failures can cause serious problems that reach well beyond the financial services industry itself. The financial services sector is about halfway through one of the most dramatic periods of restructuring ever undergone by a major global industry. The impact of the restructuring has carried well beyond shareholders of the firms and involved into the domain of regulation and public policy as well as global competitive performance and economic growth. Financial services are a center of gravity of economic restructuring activity. MandA transactions in the financial sector comprise a surprisingly large share of the value of merger activity worldwide -- including only deals valued in excess of $100 million, during the period 1985-2000 there were approximately 233,700 MandA transactions worldwide in all industries, for a total volume of $15.8 trillion. Of this total, there were 166,200 mergers in the financial services industry (49.7%), valued at $8.5 trillion (54%). In all of restructuring frenzy, the financial sector has probably had far more than its share of strategic transactions that have failed or performed far below potential because of mistakes in basic strategy or mistakes in post-merger integration. It has also had its share of rousing successes. This book considers the key managerial issues, focusing on MandA transactions as a key tool of business strategy - "doing the right thing" to augment shareholder value. But in addition, the degree of integration required and the historic development of integration capabilities on the part of the acquiring firm, disruptions in human resources and firm leadership, cultural issues, timeliness of decision-making and interface management have co-equal importance - "doing it right."

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Genre : Business & Economics
Author : Ingo Walter
Publisher : Oxford University Press, USA
Release : 2004
File : 318 Pages
ISBN-13 : 9780195159004


Re Imagining Offshore Finance

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Small jurisdictions have become significant players in cross-border corporate and financial services. Their nature, legal status, and market roles, however, remain under-theorized. Lacking a sufficiently nuanced framework to describe their functions in cross-border finance - and the peculiar strengths of those achieving global dominance in the marketplace - it remains impossible to evaluate their impacts in a comprehensive manner. This book advances a new conceptual framework to refine the analysis and direct it toward more productive inquiries. Bruner canvasses extant theoretical frameworks used to describe and evaluate the roles of small jurisdictions in cross-border finance. He then proposes a new concept that better captures the characteristics, competitive strategies, and market roles of those achieving global dominance in the marketplace - the "market-dominant small jurisdiction" (MDSJ). Bruner identifies the central features giving rise to such jurisdictions' competitive strengths - some reflect historical, cultural, and geographic circumstances, while others reflect development strategies pursued in light of those circumstances. Through this lens, he evaluates a range of small jurisdictions that have achieved global dominance in specialized areas of cross-border finance, including Bermuda, Dubai, Singapore, Hong Kong, Switzerland, and Delaware. Bruner further tests the MDSJ concept's explanatory power through a broader comparative analysis, and he concludes that the MDSJs' significance will likely continue to grow - as will the need for a more effective means of theorizing their roles in cross-border finance and the global dynamics generated by their ascendance.

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Genre : Law
Author : Christopher M. Bruner
Publisher : Oxford University Press
Release : 2016-11-11
File : 265 Pages
ISBN-13 : 9780190466893


A Handbook Of Small Business Finance

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Genre : Finance
Author : Ralph Burnett Tower
Publisher :
Release : 1965
File : 92 Pages
ISBN-13 : UIUC:30112088825747


Introduction To Personal Finance

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Every financial decision we make impacts our lives. Introduction to Personal Finance: Beginning Your Financial Journey, 3rd Edition is designed to help students avoid early financial mistakes and provide the tools needed to secure a strong foundation for the future. Using engaging visuals and a modular approach, instructors can easily customize their course with topics that matter most to their students. This course empowers students to define their personal values and make smart financial decisions that help them achieve their goals.

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Genre : Business & Economics
Author : John E. Grable
Publisher : John Wiley & Sons
Release : 2024-02-21
File : 642 Pages
ISBN-13 : 9781394244003


Money And Finance After The Crisis

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Money and Finance After the Crisis provides a critical multi-disciplinary perspective on the post-crisis financial world in all its complexity, dynamism and unpredictability. Contributions illuminate the diversity of ways in which money and finance continue to shape global political economy and society. A multidisciplinary collection of essays that study the geographies of money and finance that have unfolded in the wake of the financial crisis Contributions discuss a wide range of contemporary social formations, including the complexities of modern debt-driven financial markets Chapters critically explore proliferating forms and spaces of financial power, from the realms of orthodox finance capital to biodiversity conservation Contributions demonstrate the centrality of money and finance to contemporary capitalism and its political and cultural economies

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Genre : Science
Author : Brett Christophers
Publisher : John Wiley & Sons
Release : 2017-09-05
File : 274 Pages
ISBN-13 : 9781119051435


Campaign Finance Reform Proposals Of 1983

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Genre : Campaign funds
Author : United States. Congress. Senate. Committee on Rules and Administration
Publisher :
Release : 1984
File : 804 Pages
ISBN-13 : STANFORD:36105111202821