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Gregory S Nelson - The Analytics Lifecycle Toolkit: A Practical Guide for an Effective Analytics Capability

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An evidence-based organizational framework for exceptional analytics team resultsThe Analytics Lifecycle Toolkit provides managers with a practical manual for integrating data management and analytic technologies into their organization. Author Gregory Nelson has encountered hundreds of unique perspectives on analytics optimization from across industries; over the years, successful strategies have proven to share certain practices, skillsets, expertise, and structural traits. In this book, he details the concepts, people and processes that contribute to exemplary results, and shares an organizational framework for analytics team functions and roles. By merging analytic culture with data and technology strategies, this framework creates understanding for analytics leaders and a toolbox for practitioners. Focused on team effectiveness and the design thinking surrounding product creation, the framework is illustrated by real-world case studies to show how effective analytics team leadership works on the ground.Tools and templates include best practices for process improvement, workforce enablement, and leadership support, while guidance includes both conceptual discussion of the analytics life cycle and detailed process descriptions. Readers will be equipped to:Master fundamental concepts and practices of the analytics life cycle Understand the knowledge domains and best practices for each stage Delve into the details of analytical team processes and process optimization Utilize a robust toolkit designed to support analytic team effectiveness The analytics life cycle includes a diverse set of considerations involving the people, processes, culture, data, and technology, and managers needing stellar analytics performance must understand their unique role in the process of winnowing the big picture down to meaningful action. The Analytics Lifecycle Toolkit provides expert perspective and much-needed insight to managers, while providing practitioners with a new set of tools for optimizing results.

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Table of Contents List of Tables Chapter 1 Chapter 3 Chapter 4 Chapter - photo 1
Table of Contents
List of Tables
  1. Chapter 1
  2. Chapter 3
  3. Chapter 4
  4. Chapter 5
  5. Chapter 6
  6. Chapter 7
  7. Chapter 8
  8. Chapter 10
  9. Chapter 11
List of Illustrations
  1. Chapter 1
  2. Chapter 2
  3. Chapter 3
  4. Chapter 4
  5. Chapter 5
  6. Chapter 6
  7. Chapter 7
  8. Chapter 8
  9. Chapter 9
  10. Chapter 10
  11. Chapter 11
  12. Chapter 12
  13. Chapter 13
Guide
Pages
The Analytics Lifecycle Toolkit
A Practical Guide for an Effective Analytics Capability

Gregory S. Nelson

The Analytics Lifecycle Toolkit A Practical Guide for an Effective Analytics Capability - image 2
Wiley & SAS Business Series

The Wiley & SAS Business Series presents books that help senior-level managers with their critical management decisions.

Titles in the Wiley & SAS Business Series include:

  • The Analytic Hospitality Executive by Kelly A. McGuire
  • The Analytics Lifecycle Toolkit: A Practical Guide for an Effective Analytics Capability by Gregory S. Nelson
  • Analytics: The Agile Way by Phil Simon
  • Analytics in a Big Data World: The Essential Guide to Data Science and Its Applications by Bart Baesens
  • Bank Fraud: Using Technology to Combat Losses by Revathi Subramanian
  • Big Data Analytics: Turning Big Data into Big Money by Frank Ohlhorst
  • Big Data, Big Innovation: Enabling Competitive Differentiation through Business Analytics by Evan Stubbs
  • Business Analytics for Customer Intelligence by Gert Laursen
  • Business Intelligence Applied: Implementing an Effective Information and Communications Technology Infrastructure by Michael Gendron
  • Business Intelligence and the Cloud: Strategic Implementation Guide by Michael S. Gendron
  • Business Transformation: A Roadmap for Maximizing Organizational Insights by Aiman Zeid
  • Connecting Organizational Silos: Taking Knowledge Flow Management to the Next Level with Social Media by Frank Leistner
  • Data-Driven Healthcare: How Analytics and BI Are Transforming the Industry by Laura Madsen
  • Delivering Business Analytics: Practical Guidelines for Best Practice by Evan Stubbs
  • Demand-Driven Forecasting: A Structured Approach to Forecasting, Second Edition by Charles Chase
  • Demand-Driven Inventory Optimization and Replenishment: Creating a More Efficient Supply Chain by Robert A. Davis
  • Developing Human Capital: Using Analytics to Plan and Optimize Your Learning and Development Investments by Gene Pease, Barbara Beresford, and Lew Walker
  • The Executive's Guide to Enterprise Social Media Strategy: How Social Networks Are Radically Transforming Your Business by David Thomas and Mike Barlow
  • Economic and Business Forecasting: Analyzing and Interpreting Econometric Results by John Silvia, Azhar Iqbal, Kaylyn Swankoski, Sarah Watt, and Sam Bullard
  • Economic Modeling in the Post Great Recession Era: Incomplete Data, Imperfect Markets by John Silvia, Azhar Iqbal, and Sarah Watt House
  • Enhance Oil & Gas Exploration with Data Driven Geophysical and Petrophysical Models by Keith Holdaway and Duncan Irving
  • Foreign Currency Financial Reporting from Euros to Yen to Yuan: A Guide to Fundamental Concepts and Practical Applications by Robert Rowan
  • Harness Oil and Gas Big Data with Analytics: Optimize Exploration and Production with Data Driven Models by Keith Holdaway
  • Health Analytics: Gaining the Insights to Transform Health Care by Jason Burke
  • Heuristics in Analytics: A Practical Perspective of What Influences Our Analytical World by Carlos Andre Reis Pinheiro and Fiona McNeill
  • Human Capital Analytics: How to Harness the Potential of Your Organization's Greatest Asset by Gene Pease, Boyce Byerly, and Jac Fitz-enz
  • Implement, Improve, and Expand Your Statewide Longitudinal Data System: Creating a Culture of Data in Education by Jamie McQuiggan and Armistead Sapp
  • Intelligent Credit Scoring: Building and Implementing Better Credit Risk Scorecards, Second Edition by Naeem Siddiqi
  • JMP Connections by John Wubbel
  • Killer Analytics: Top 20 Metrics Missing from Your Balance Sheet by Mark Brown
  • Machine Learning for Marketers: Hold the Math by Jim Sterne
  • On-Camera Coach: Tools and Techniques for Business Professionals in a Video-Driven World by Karin Reed
  • A Practical Guide to Analytics for Governments: Using Big Data for Good by Marie Lowman
  • Predictive Analytics for Human Resources by Jac Fitz-enz and John Mattox II
  • Predictive Business Analytics: Forward-Looking Capabilities to Improve Business Performance by Lawrence Maisel and Gary Cokins
  • Profit Driven Business Analytics: A Practitioner's Guide to Transforming Big Data into Added Value by Wouter Verbeke, Cristian Bravo, and Bart Baesens
  • Retail Analytics: The Secret Weapon by Emmett Cox
  • Social Network Analysis in Telecommunications by Carlos Andre Reis Pinheiro
  • Statistical Thinking: Improving Business Performance, Second Edition by Roger W. Hoerl and Ronald D. Snee
  • Strategies in Biomedical Data Science: Driving Force for Innovation by Jay Etchings
  • Style & Statistics: The Art of Retail Analytics by Brittany Bullard
  • Taming the Big Data Tidal Wave: Finding Opportunities in Huge Data Streams with Advanced Analytics by Bill Franks
  • Too Big to Ignore: The Business Case for Big Data by Phil Simon
  • Using Big Data Analytics: Turning Big Data into Big Money by Jared Dean
  • The Value of Business Analytics: Identifying the Path to Profitability by Evan Stubbs
  • The Visual Organization: Data Visualization, Big Data, and the Quest for Better Decisions by Phil Simon
  • Win with Advanced Business Analytics: Creating Business Value from Your Data by Jean Paul Isson and Jesse Harriott

For more information on any of the above titles, please visit www.wiley.com.

Copyright 2018 by John Wiley & Sons, Inc. All rights reserved.

Published by John Wiley & Sons, Inc., Hoboken, New Jersey.

Published simultaneously in Canada.

No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Section 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, (978) 750-8400, fax (978) 646-8600, or on the Web at www.copyright.com. Requests to the Publisher for permission should be addressed to the Permissions Department, John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, (201) 748-6011, fax (201) 748-6008, or online at www.wiley.com/go/permissions.

Limit of Liability/Disclaimer of Warranty: While the publisher and author have used their best efforts in preparing this book, they make no representations or warranties with respect to the accuracy or completeness of the contents of this book and specifically disclaim any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives or written sales materials. The advice and strategies contained herein may not be suitable for your situation. You should consult with a professional where appropriate. Neither the publisher nor author shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages.

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