Handbook Of Alternative Data In Finance Volume I

Download Handbook Of Alternative Data In Finance Volume I full books in PDF, epub, and Kindle. Read online Handbook Of Alternative Data In Finance Volume I ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Handbook of Alternative Data in Finance, Volume I

Author : Gautam Mitra
Publisher : CRC Press
ISBN 13 : 1000897915
Total Pages : 478 pages
Book Rating : 4.0/5 (8 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Alternative Data in Finance, Volume I by : Gautam Mitra

Download or read book Handbook of Alternative Data in Finance, Volume I written by Gautam Mitra and published by CRC Press. This book was released on 2023-07-12 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematics Features chapters from many leading researchers and practitioners

Handbook of Alternative Data in Finance

Author : Gautam Mitra
Publisher : C&h/CRC Press
ISBN 13 : 9781003293644
Total Pages : 0 pages
Book Rating : 4.2/5 (936 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Alternative Data in Finance by : Gautam Mitra

Download or read book Handbook of Alternative Data in Finance written by Gautam Mitra and published by C&h/CRC Press. This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Handbook of Alternative Data in Finance, Volume I Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematics Features chapters from many leading researchers and practitioners"--

The Book of Alternative Data

Author : Alexander Denev
Publisher : John Wiley & Sons
ISBN 13 : 1119601797
Total Pages : 416 pages
Book Rating : 4.1/5 (196 download)

DOWNLOAD NOW!

Book Synopsis The Book of Alternative Data by : Alexander Denev

Download or read book The Book of Alternative Data written by Alexander Denev and published by John Wiley & Sons. This book was released on 2020-07-21 with total page 416 pages. 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.

Handbook of Alternative Data in Finance, Volume I

Author : Gautam Mitra
Publisher : CRC Press
ISBN 13 : 1000897982
Total Pages : 488 pages
Book Rating : 4.0/5 (8 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Alternative Data in Finance, Volume I by : Gautam Mitra

Download or read book Handbook of Alternative Data in Finance, Volume I written by Gautam Mitra and published by CRC Press. This book was released on 2023-07-12 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematics Features chapters from many leading researchers and practitioners

The Handbook of Traditional and Alternative Investment Vehicles

Author : Mark J. P. Anson
Publisher : John Wiley & Sons
ISBN 13 : 1118008693
Total Pages : 497 pages
Book Rating : 4.1/5 (18 download)

DOWNLOAD NOW!

Book Synopsis The Handbook of Traditional and Alternative Investment Vehicles by : Mark J. P. Anson

Download or read book The Handbook of Traditional and Alternative Investment Vehicles written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2010-12-03 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive volume that covers a complete array of traditional and alternative investment vehicles This practical guide provides a comprehensive overview of traditional and alternative investment vehicles for professional and individual investors hoping to gain a deeper understanding of the benefits and pitfalls of using these products. In it, expert authors Mark Anson, Frank Fabozzi, and Frank Jones clearly present the major principles and methods of investing and their risks and rewards. Along the way, they focus on providing you with the information needed to successfully invest using a host of different methods depending upon your needs and goals. Topics include equities, all types of fixed income securities, investment-oriented insurance products, mutual funds, closed-end funds, investment companies, exchange-traded funds, futures, options, hedge funds, private equity, and real estate Written by the expert author team of Mark Anson, Frank Fabozzi, and Frank Jones Includes valuable insights for everyone from finance professionals to individual investors Many finance books offer collections of expertise on one or two areas of finance, but The Handbook of Traditional and Alternative Investment Vehicles brings all of these topics together in one comprehensive volume.

Handbook of Alternative Assets

Author : Mark J. P. Anson
Publisher : John Wiley & Sons
ISBN 13 : 9780470089224
Total Pages : 720 pages
Book Rating : 4.0/5 (892 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Alternative Assets by : Mark J. P. Anson

Download or read book Handbook of Alternative Assets written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first edition of the Handbook of Alternative Assets was published, significant events-from the popping of the technology bubble and massive accounting scandals to recessions and bear markets-have shifted the financial landscape. These changes have provided author Mark J. P. Anson with an excellent opportunity to examine alternative assets during a different part of the economic cycle than previously observed in the first edition. Fully revised and updated to reflect today's financial realities, the Handbook of Alternative Assets, Second Edition covers the five major classes of alternative assets-hedge funds, commodity and managed futures, private equity, credit derivatives, and corporate governance-and outlines the strategies you can use to efficiently incorporate these assets into any portfolio. Throughout the book, new chapters have been added, different data sources accessed, and new conclusions reached. Designed as both an introduction to the world of alternative assets and as a reference for the active investor, the Handbook of Alternative Assets, Second Edition will help you match alternative assets with your various investment goals.

The Handbook of News Analytics in Finance

Author : Gautam Mitra
Publisher : John Wiley & Sons
ISBN 13 : 1119990807
Total Pages : 384 pages
Book Rating : 4.1/5 (199 download)

DOWNLOAD NOW!

Book Synopsis The Handbook of News Analytics in Finance by : Gautam Mitra

Download or read book The Handbook of News Analytics in Finance written by Gautam Mitra and published by John Wiley & Sons. This book was released on 2011-07-13 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of News Analytics in Finance is a landmarkpublication bringing together the latest models and applications ofNews Analytics for asset pricing, portfolio construction, tradingand risk control. The content of the Hand Book is organised to provide arapid yet comprehensive understanding of this topic. Chapter 1 setsout an overview of News Analytics (NA) with an explanation of thetechnology and applications. The rest of the chapters are presentedin four parts. Part 1 contains an explanation of methods and modelswhich are used to measure and quantify news sentiment. In Part 2the relationship between news events and discovery of abnormalreturns (the elusive alpha) is discussed in detail by the leadingresearchers and industry experts. The material in this part alsocovers potential application of NA to trading and fund management.Part 3 covers the use of quantified news for the purpose ofmonitoring, early diagnostics and risk control. Part 4 is entirelyindustry focused; it contains insights of experts from leadingtechnology (content) vendors. It also contains a discussion oftechnologies and finally a compact directory of content vendor andfinancial analytics companies in the marketplace of NA. Thebook draws equally upon the expertise of academics andpractitioners who have developed these models and is supported bytwo major content vendors - RavenPack and Thomson Reuters - leadingproviders of news analytics software and machine readablenews. The book will appeal to decision makers in the banking, finance andinsurance services industry. In particular: asset managers;quantitative fund managers; hedge fund managers; algorithmictraders; proprietary (program) trading desks; sell-side firms;brokerage houses; risk managers and research departments willbenefit from the unique insights into this new and pertinent areaof financial modelling.

Handbook of US Consumer Economics

Author : Andrew Haughwout
Publisher : Academic Press
ISBN 13 : 0128135255
Total Pages : 456 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Handbook of US Consumer Economics by : Andrew Haughwout

Download or read book Handbook of US Consumer Economics written by Andrew Haughwout and published by Academic Press. This book was released on 2019-08-12 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of U.S. Consumer Economics presents a deep understanding on key, current topics and a primer on the landscape of contemporary research on the U.S. consumer. This volume reveals new insights into household decision-making on consumption and saving, borrowing and investing, portfolio allocation, demand of professional advice, and retirement choices. Nearly 70% of U.S. gross domestic product is devoted to consumption, making an understanding of the consumer a first order issue in macroeconomics. After all, understanding how households played an important role in the boom and bust cycle that led to the financial crisis and recent great recession is a key metric. Introduces household finance by examining consumption and borrowing choices Tackles macro-problems by observing new, original micro-data Looks into the future of consumer spending by using data, not questionnaires

Handbook of Blockchain, Digital Finance, and Inclusion, Volume 1

Author : David Lee Kuo Chuen
Publisher : Academic Press
ISBN 13 : 0128104422
Total Pages : 484 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Blockchain, Digital Finance, and Inclusion, Volume 1 by : David Lee Kuo Chuen

Download or read book Handbook of Blockchain, Digital Finance, and Inclusion, Volume 1 written by David Lee Kuo Chuen and published by Academic Press. This book was released on 2017-08-03 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Blockchain, Digital Finance, and Inclusion, Volume 1: Cryptocurrency, FinTech, InsurTech, and Regulation explores recent advances in digital banking and cryptocurrency, emphasizing mobile technology and evolving uses of cryptocurrencies as financial assets. Contributors go beyond summaries of standard models to describe new banking business models that will be sustainable and will likely dictate the future of finance. The volume not only emphasizes the financial opportunities made possible by digital banking, such as financial inclusion and impact investing, but it also looks at engineering theories and developments that encourage innovation. Its ability to illuminate present potential and future possibilities make it a unique contribution to the literature. - Explores recent advances in digital banking and cryptocurrency, emphasizing mobile technology and evolving uses of cryptocurrencies as financial assets - Explains the practical consequences of both technologies and economics to readers who want to learn about subjects related to their specialties - Encompasses alternative finance, financial inclusion, impact investing, decentralized consensus ledger and applied cryptography - Provides the only advanced methodical summary of these subjects available today

Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

Author : Cheng Few Lee
Publisher : World Scientific
ISBN 13 : 9811202400
Total Pages : 5053 pages
Book Rating : 4.8/5 (112 download)

DOWNLOAD NOW!

Book Synopsis Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by : Cheng Few Lee

Download or read book Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.

The Handbook of Financial Instruments

Author : Frank J. Fabozzi
Publisher : John Wiley & Sons
ISBN 13 : 0471445606
Total Pages : 863 pages
Book Rating : 4.4/5 (714 download)

DOWNLOAD NOW!

Book Synopsis The Handbook of Financial Instruments by : Frank J. Fabozzi

Download or read book The Handbook of Financial Instruments written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2003-02-03 with total page 863 pages. Available in PDF, EPUB and Kindle. Book excerpt: An investor's guide to understanding and using financial instruments The Handbook of Financial Instruments provides comprehensive coverage of a broad range of financial instruments, including equities, bonds (asset-backed and mortgage-backed securities), derivatives (equity and fixed income), insurance investment products, mutual funds, alternative investments (hedge funds and private equity), and exchange traded funds. The Handbook of Financial Instruments explores the basic features of each instrument introduced, explains their risk characteristics, and examines the markets in which they trade. Written by experts in their respective fields, this book arms individual investors and institutional investors alike with the knowledge to choose and effectively use any financial instrument available in the market today. John Wiley & Sons, Inc. is proud to be the publisher of the esteemed Frank J. Fabozzi Series. Comprising nearly 100 titles-which include numerous bestsellers—The Frank J. Fabozzi Series is a key resource for finance professionals and academics, strategists and students, and investors. The series is overseen by its eponymous editor, whose expert instruction and presentation of new ideas have been at the forefront of financial publishing for over twenty years. His successful career has provided him with the knowledge, insight, and advice that has led to this comprehensive series. Frank J. Fabozzi, PhD, CFA, CPA, is Editor of the Journal of Portfolio Management, which is read by thousands of institutional investors, as well as editor or author of over 100 books on finance for the professional and academic markets. Currently, Dr. Fabozzi is an adjunct Professor of Finance at Yale University's School of Management and on the board of directors of the Guardian Life family of funds and the Black Rock complex of funds.

The Palgrave Handbook of Technological Finance

Author : Raghavendra Rau
Publisher : Springer Nature
ISBN 13 : 3030651177
Total Pages : 888 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!

Book Synopsis The Palgrave Handbook of Technological Finance by : Raghavendra Rau

Download or read book The Palgrave Handbook of Technological Finance written by Raghavendra Rau and published by Springer Nature. This book was released on 2021-09-09 with total page 888 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides the first comprehensive overview of the fast-evolving alternative finance space and makes a timely and in-depth contribution to the literature in this area. Bringing together expert contributions in the field from both practitioners and academics, in one of the most dynamic parts of the financial sector, it provides a solid reference for this exciting discipline. Divided into six parts, Section 1 presents a high-level overview of the technologically-enabled finance space. It also offers a historical perspective on technological finance models and outlines different business models. Section 2 analyses digital currencies including guides to bitcoins, other cryptocurrencies, and blockchains. Section 3 addresses alternative payment systems such as digital money and asset tokenization. Section 4 deals with crowdfunding models from both a theoretical perspective and from a regulatory perspective. Section 5 discusses data-driven business models and includes a discussion of neural networks and deep learning. Finally, Section 6 discusses welfare implications of the technological finance revolution. This collection highlights the most current developments to date and the state-of-the-art in alternative finance, while also indicating areas of further potential. Acting as a roadmap for future research in this innovative and promising area of finance, this handbook is a solid reference work for academics and students whilst also appealing to industry practitioners, businesses and policy-makers.

Handbook of Hedge Funds

Author : François-Serge Lhabitant
Publisher : John Wiley & Sons
ISBN 13 : 1119995248
Total Pages : 654 pages
Book Rating : 4.1/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Hedge Funds by : François-Serge Lhabitant

Download or read book Handbook of Hedge Funds written by François-Serge Lhabitant and published by John Wiley & Sons. This book was released on 2011-03-23 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the burgeoning hedge fund industry Intended as a comprehensive reference for investors and fund and portfolio managers, Handbook of Hedge Funds combines new material with updated information from Francois-Serge L’habitant’s two other successful hedge fund books. This book features up-to-date regulatory and historical information, new case studies and trade examples, detailed analyses of investment strategies, discussions of hedge fund indices and databases, and tips on portfolio construction. Francois-Serge L’habitant (Geneva, Switzerland) is the Head of Investment Research at Kedge Capital. He is Professor of Finance at the University of Lausanne and at EDHEC Business School, as well as the author of five books, including Hedge Funds: Quantitative Insights (0-470-85667-X) and Hedge Funds: Myths & Limits (0-470-84477-9), both from Wiley.

Alternative Data and Artificial Intelligence Techniques

Author : Qingquan Tony Zhang
Publisher : Springer Nature
ISBN 13 : 3031116127
Total Pages : 340 pages
Book Rating : 4.0/5 (311 download)

DOWNLOAD NOW!

Book Synopsis Alternative Data and Artificial Intelligence Techniques by : Qingquan Tony Zhang

Download or read book Alternative Data and Artificial Intelligence Techniques written by Qingquan Tony Zhang and published by Springer Nature. This book was released on 2022-10-31 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a state-of-art approach in evaluating portfolio management and risk based on artificial intelligence and alternative data. The book covers a textual analysis of news and social media, information extraction from GPS and IoTs data, and risk predictions based on small transaction data, etc. The book summarizes and introduces the advancement in each area and highlights the machine learning and deep learning techniques utilized to achieve the goals. As a complement, it also illustrates examples on how to leverage the python package to visualize and analyze the alternative datasets, and will be of interest to academics, researchers, and students of risk evaluation, risk management, data, AI, and financial innovation.

A Handbook of Alternative Monetary Economics

Author : Philip Arestis
Publisher : Edward Elgar Publishing
ISBN 13 : 1847202802
Total Pages : 535 pages
Book Rating : 4.8/5 (472 download)

DOWNLOAD NOW!

Book Synopsis A Handbook of Alternative Monetary Economics by : Philip Arestis

Download or read book A Handbook of Alternative Monetary Economics written by Philip Arestis and published by Edward Elgar Publishing. This book was released on 2006 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consists of over 30 major contributions that explore a range of work on money and finance. The contributions in this handbook cover the origins and nature of money, detailed analyses of endogenous money, surveys of empirical work on endogenous money and the nature of monetary policy when money is endogenous.

Handbook of Alternate Assets

Author : Mark J. P. Anson
Publisher : John Wiley & Sons
ISBN 13 : 0471446408
Total Pages : 512 pages
Book Rating : 4.4/5 (714 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Alternate Assets by : Mark J. P. Anson

Download or read book Handbook of Alternate Assets written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2003-02-17 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Definitive 4-in-1 Reference Guide to Alternative Assets Many books cover individual alternative asset classes, but noneoffers a comprehensive examination of the four major classes aspresented in the Handbook of Alternative Assets. This completehandbook merges data and strategies scattered in numerous volumesinto one handy guide for the serious investor. The four majorclasses discussed are: * Hedge funds * Commodity and managed futures * Private equity * Credit derivatives Organized by sections-one for each alternative asset class-theHandbook of Alternative Assets demonstrates the benefits and risksof each alternative asset and reveals how these asset classes canbe incorporated into a diversified portfolio. Through expert advice, the Handbook of Alternative Assets detailseach of four major alternative asset classes and breaks down theirquantitative statistical value as well. With this comprehensivehandbook on your desk, you'll begin to use alternative assetclasses to both hedge and expand any portfolio.

The AI Book

Author : Ivana Bartoletti
Publisher : John Wiley & Sons
ISBN 13 : 1119551900
Total Pages : 304 pages
Book Rating : 4.1/5 (195 download)

DOWNLOAD NOW!

Book Synopsis The AI Book by : Ivana Bartoletti

Download or read book The AI Book written by Ivana Bartoletti and published by John Wiley & Sons. This book was released on 2020-06-29 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative volume and explains what artifical intelligence really means and how it can be used across financial services today. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: · Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI · AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today’s Financial Services Industry · The future state of financial services and capital markets – what’s next for the real-world implementation of AITech? · The innovating customer – users are not waiting for the financial services industry to work out how AI can re-shape their sector, profitability and competitiveness · Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the ‘unbundled corporation’ & the future of work, social responsibility, sustainability, and the new leadership imperatives · Ethical considerations of deploying Al solutions and why explainable Al is so important