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Self-Service Data Analytics and Governance for Managers
Buch von Nathan E Myers (u. a.)
Sprache: Englisch

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Beschreibung
Project governance, investment governance, and risk governance precepts are woven together in Self-Service Data Analytics and Governance for Managers, equipping managers to structure the inevitable chaos that can result as end-users take matters into their own hands

Motivated by the promise of control and efficiency benefits, the widespread adoption of data analytics tools has created a new fast-moving environment of digital transformation in the finance, accounting, and operations world, where entire functions spend their days processing in spreadsheets. With the decentralization of application development as users perform their own analysis on data sets and automate spreadsheet processing without the involvement of IT, governance must be revisited to maintain process control in the new environment.

In this book, emergent technologies that have given rise to data analytics and which form the evolving backdrop for digital transformation are introduced and explained, and prominent data analytics tools and capabilities will be demonstrated based on real world scenarios. The authors will provide a much-needed process discovery methodology describing how to survey the processing landscape to identify opportunities to deploy these capabilities. Perhaps most importantly, the authors will digest the mature existing data governance, IT governance, and model governance frameworks, but demonstrate that they do not comprehensively cover the full suite of data analytics builds, leaving a considerable governance gap.

This book is meant to fill the gap and provide the reader with a fit-for-purpose and actionable governance framework to protect the value created by analytics deployment at scale. Project governance, investment governance, and risk governance precepts will be woven together to equip managers to structure the inevitable chaos that can result as end-users take matters into their own hands.
Project governance, investment governance, and risk governance precepts are woven together in Self-Service Data Analytics and Governance for Managers, equipping managers to structure the inevitable chaos that can result as end-users take matters into their own hands

Motivated by the promise of control and efficiency benefits, the widespread adoption of data analytics tools has created a new fast-moving environment of digital transformation in the finance, accounting, and operations world, where entire functions spend their days processing in spreadsheets. With the decentralization of application development as users perform their own analysis on data sets and automate spreadsheet processing without the involvement of IT, governance must be revisited to maintain process control in the new environment.

In this book, emergent technologies that have given rise to data analytics and which form the evolving backdrop for digital transformation are introduced and explained, and prominent data analytics tools and capabilities will be demonstrated based on real world scenarios. The authors will provide a much-needed process discovery methodology describing how to survey the processing landscape to identify opportunities to deploy these capabilities. Perhaps most importantly, the authors will digest the mature existing data governance, IT governance, and model governance frameworks, but demonstrate that they do not comprehensively cover the full suite of data analytics builds, leaving a considerable governance gap.

This book is meant to fill the gap and provide the reader with a fit-for-purpose and actionable governance framework to protect the value created by analytics deployment at scale. Project governance, investment governance, and risk governance precepts will be woven together to equip managers to structure the inevitable chaos that can result as end-users take matters into their own hands.
Über den Autor

NATHAN E. MYERS, MBA, CPA, Six Sigma Black Belt, has over 20 years in public accounting and investment banking experience at flagship organizations including Ernst & Young, Morgan Stanley, UBS Investment Bank, Credit Suisse, and JP Morgan. After receiving both his BS and MBA in Accounting from Indiana University, much of his career has been spent in finance functions as controller and as change manager for products such as FX spot, forwards, and options, securities lending, margin, and equity finance at global investment banks. In the recent past, his career has evolved from building scalable controls and delivering strategic technology change, to putting data analytics tooling into the hands of users to drive aggressive digital transformation.

GREGORY KOGAN, CPA,
is a professor of practice in accounting at Long Island University focusing on teaching undergraduate and graduate courses in accounting and finance. He has experience as an auditor at Ernst & Young and as a controller at Tiger Management. He received his MBA in Accounting from Rutgers Business School and a BS in Computer Science from Rutgers University.

Inhaltsverzeichnis

Preface ix

Acknowledgments xiii

About the Authors xv

Introduction 1

Chapter 1 Setting the Stage 9

Chapter 2 Emerging AI and Data Analytics Tooling and Disciplines 25

Chapter 3 Why Governance Is Essential and the Self-Service Data Analytics Governance Gap 51

Chapter 4 Self-Service Data Analytics Project Governance 89

Chapter 5 Self-Service Data Analytics Risk Governance 139

Chapter 6 Self-Service Data Analytics Capabilities in Action with Alteryx 179

Chapter 7 Process Discovery: Identify Opportunities, Evaluate Feasibility, and Prioritize 221

Chapter 8 Opportunity Capture and Heatmaps 269

Glossary 307

Index 317

Details
Erscheinungsjahr: 2021
Fachbereich: Management
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: 352 S.
ISBN-13: 9781119773290
ISBN-10: 1119773296
Sprache: Englisch
Einband: Gebunden
Autor: Myers, Nathan E
Kogan, Gregory
Hersteller: Wiley
Maße: 232 x 158 x 34 mm
Von/Mit: Nathan E Myers (u. a.)
Erscheinungsdatum: 02.06.2021
Gewicht: 0,558 kg
Artikel-ID: 119441605
Über den Autor

NATHAN E. MYERS, MBA, CPA, Six Sigma Black Belt, has over 20 years in public accounting and investment banking experience at flagship organizations including Ernst & Young, Morgan Stanley, UBS Investment Bank, Credit Suisse, and JP Morgan. After receiving both his BS and MBA in Accounting from Indiana University, much of his career has been spent in finance functions as controller and as change manager for products such as FX spot, forwards, and options, securities lending, margin, and equity finance at global investment banks. In the recent past, his career has evolved from building scalable controls and delivering strategic technology change, to putting data analytics tooling into the hands of users to drive aggressive digital transformation.

GREGORY KOGAN, CPA,
is a professor of practice in accounting at Long Island University focusing on teaching undergraduate and graduate courses in accounting and finance. He has experience as an auditor at Ernst & Young and as a controller at Tiger Management. He received his MBA in Accounting from Rutgers Business School and a BS in Computer Science from Rutgers University.

Inhaltsverzeichnis

Preface ix

Acknowledgments xiii

About the Authors xv

Introduction 1

Chapter 1 Setting the Stage 9

Chapter 2 Emerging AI and Data Analytics Tooling and Disciplines 25

Chapter 3 Why Governance Is Essential and the Self-Service Data Analytics Governance Gap 51

Chapter 4 Self-Service Data Analytics Project Governance 89

Chapter 5 Self-Service Data Analytics Risk Governance 139

Chapter 6 Self-Service Data Analytics Capabilities in Action with Alteryx 179

Chapter 7 Process Discovery: Identify Opportunities, Evaluate Feasibility, and Prioritize 221

Chapter 8 Opportunity Capture and Heatmaps 269

Glossary 307

Index 317

Details
Erscheinungsjahr: 2021
Fachbereich: Management
Genre: Importe, Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Inhalt: 352 S.
ISBN-13: 9781119773290
ISBN-10: 1119773296
Sprache: Englisch
Einband: Gebunden
Autor: Myers, Nathan E
Kogan, Gregory
Hersteller: Wiley
Maße: 232 x 158 x 34 mm
Von/Mit: Nathan E Myers (u. a.)
Erscheinungsdatum: 02.06.2021
Gewicht: 0,558 kg
Artikel-ID: 119441605
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