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Data Driven Investing

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Release : 2004
Genre : Business & Economics
Kind : eBook
Book Rating : 200/5 ( reviews)

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Book Synopsis Data Driven Investing by : Mitchell R. Hardy

Download or read book Data Driven Investing written by Mitchell R. Hardy. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt:

Data-Driven Investing, + Website

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Release : 2025-04-29
Genre : Business & Economics
Kind : eBook
Book Rating : 630/5 ( reviews)

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Book Synopsis Data-Driven Investing, + Website by : Matei Zatreanu

Download or read book Data-Driven Investing, + Website written by Matei Zatreanu. This book was released on 2025-04-29. Available in PDF, EPUB and Kindle. Book excerpt: Implement a data-driven investment strategy The investing landscape is increasingly driven by big data and artificial intelligence. For most finance professionals, big data, statistics, and programming are outside their comfort zone. Yet, proficiency in these areas is becoming a prerequisite for successful investing. And while there are plenty of resources on these individual topics, what is missing is a framework for combining these disciplines for investment purposes. Data-Driven Investing shows readers how investment decisions can be made or improved through the use of alternative datasets and inference techniques. The author covers artificial intelligence algorithms, data visualization, and data sourcing to show how these components come together to form a more robust investment strategy. The goal is to help finance professionals prepare for an investing landscape increasingly driven by big data and artificial intelligence. Shows how investing wisdom can be harnessed through science and augmented by data Demonstrates how an augmented investing philosophy promises a deeper understanding of future economic performance Is essential reading for fund managers, research analysts, quantitative investors, data scientists, and general finance professionals Includes a companion website with code, data sets, and videos providing more in-depth information on augmented/data-driven investing This book comes at a time of increasing investor anxiety with lackluster hedge fund performance, which is causing many funds to explore data-driven investing as a possible evolution of their strategies.

Financial Markets with Data-driven Investment Decisions

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Author :
Release : 2008
Genre :
Kind : eBook
Book Rating : 248/5 ( reviews)

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Book Synopsis Financial Markets with Data-driven Investment Decisions by : Henricus Petrus Johannes Maria Adriaens

Download or read book Financial Markets with Data-driven Investment Decisions written by Henricus Petrus Johannes Maria Adriaens. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt:

The Book of Alternative Data

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Release : 2020-07-21
Genre : Business & Economics
Kind : eBook
Book Rating : 797/5 ( reviews)

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Book Synopsis The Book of Alternative Data by : Alexander Denev

Download or read book The Book of Alternative Data written by Alexander Denev. This book was released on 2020-07-21. Available in PDF, EPUB and Kindle. Book excerpt: The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.

Data-Driven Marketing

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Author :
Release : 2010-02-08
Genre : Business & Economics
Kind : eBook
Book Rating : 544/5 ( reviews)

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Book Synopsis Data-Driven Marketing by : Mark Jeffery

Download or read book Data-Driven Marketing written by Mark Jeffery. This book was released on 2010-02-08. Available in PDF, EPUB and Kindle. Book excerpt: NAMED BEST MARKETING BOOK OF 2011 BY THE AMERICAN MARKETING ASSOCIATION How organizations can deliver significant performance gains through strategic investment in marketing In the new era of tight marketing budgets, no organization can continue to spend on marketing without knowing what's working and what's wasted. Data-driven marketing improves efficiency and effectiveness of marketing expenditures across the spectrum of marketing activities from branding and awareness, trail and loyalty, to new product launch and Internet marketing. Based on new research from the Kellogg School of Management, this book is a clear and convincing guide to using a more rigorous, data-driven strategic approach to deliver significant performance gains from your marketing. Explains how to use data-driven marketing to deliver return on marketing investment (ROMI) in any organization In-depth discussion of the fifteen key metrics every marketer should know Based on original research from America's leading marketing business school, complemented by experience teaching ROMI to executives at Microsoft, DuPont, Nisan, Philips, Sony and many other firms Uses data from a rigorous survey on strategic marketing performance management of 252 Fortune 1000 firms, capturing $53 billion of annual marketing spending In-depth examples of how to apply the principles in small and large organizations Free downloadable ROMI templates for all examples given in the book With every department under the microscope looking for results, those who properly use data to optimize their marketing are going to come out on top every time.

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