Building A Data Culture

Author : Gary W. Griffin,David Holcomb
Publisher : Apress
Page : 0 pages
File Size : 54,9 Mb
Release : 2023-12-03
Category : Computers
ISBN : 1484299655

Get Book

Building a Data Culture by Gary W. Griffin,David Holcomb Pdf

In today's fast-paced digital landscape, organizations face an ever-increasing volume of data that holds immense potential for driving business success. However, many businesses struggle to harness this potential due to a lack of understanding and effective utilization of data within their culture. This book is a comprehensive guide that unveils the transformative power of data and provides actionable insights to cultivate a data-driven organizational culture. The book emphasizes data strategy and data governance's pivotal role in cultivating a mature data culture using practical insights, frameworks, and best practices. This approach ensures robust data culture structures that uphold data integrity, accessibility, and accountability. These structures operate on the people, processes, and technology through analytics, literacy, governance, process management, and data inventory management. The authors introduce the groundbreaking Usage and Flow Data Culture Model, a unique framework that enables organizations to evaluate and reshape their data culture based on distinct cultural types: Preservationist, Protectionist, Traditionalist, and Progressive. Each culture type is carefully dissected, revealing associated challenges and opportunities, uncovering suitable strategies in the process. Developing a worthy data culture necessitates a shift in mindset and the development of relevant skills across the organization. Building a Data Culture is your roadmap to fostering data literacy, promoting data-driven decision-making, and cultivating a data-driven mindset. What You'll Learn Assess your organization's current data culture Identify cultural strengths and weaknesses within your organization Develop a data governance program Define data policies and standards and establish decision-making processes Who This Book is For Professionals and leaders across various industries who are interested in building a data culture within their organizations. The typical reader may have a background in data management, analytics, business intelligence, or technology, but the book is designed to be accessible to a wide range of readers with varying levels of expertise.

Author : DJ Patil,Hilary Mason
Publisher : "O'Reilly Media, Inc."
Page : 30 pages
File Size : 43,6 Mb
Release : 2015-01-05
Category : Computers
ISBN : 9781491925478

Get Book

Data Driven by DJ Patil,Hilary Mason Pdf

Succeeding with data isn’t just a matter of putting Hadoop in your machine room, or hiring some physicists with crazy math skills. It requires you to develop a data culture that involves people throughout the organization. In this O’Reilly report, DJ Patil and Hilary Mason outline the steps you need to take if your company is to be truly data-driven—including the questions you should ask and the methods you should adopt. You’ll not only learn examples of how Google, LinkedIn, and Facebook use their data, but also how Walmart, UPS, and other organizations took advantage of this resource long before the advent of Big Data. No matter how you approach it, building a data culture is the key to success in the 21st century. You’ll explore: Data scientist skills—and why every company needs a Spock How the benefits of giving company-wide access to data outweigh the costs Why data-driven organizations use the scientific method to explore and solve data problems Key questions to help you develop a research-specific process for tackling important issues What to consider when assembling your data team Developing processes to keep your data team (and company) engaged Choosing technologies that are powerful, support teamwork, and easy to use and learn

Author : Dody Dharma Hutabarat,Canrakerta,Lazuardi Zulfikar Wicaksana,Dimas Rahadian,Lysa Novita Sirait
Publisher : Central Transformation Office, Sekretariat Jenderal, Kementerian Keuangan
Page : 136 pages
File Size : 42,7 Mb
Release : 2022-03-02
Category : Computers
ISBN : 9786025395031

Get Book

Building a Data Culture in the Ministry of Finance by Dody Dharma Hutabarat,Canrakerta,Lazuardi Zulfikar Wicaksana,Dimas Rahadian,Lysa Novita Sirait Pdf

The book is prepared as a general guide for stakeholders in the Ministry of Finance, especially the leaders, on how to lead their working units to be data-driven. In the Ministry of Finance, the volume of data grows massively. The data grow so rapidly that the Minister of Finance illustrates the condition by stating that “We, at the Ministry of Finance, are actually sitting on a large pile of data. This is a new type of mine. In digital era, the mine refers to the mine of data. However, of course they have to be the data we process and understand.” Ideally, the availability of data will encourage better formulation of policies and decision making. However, such effort is not an easy task, it is a challenging one instead. One of the main challenges in data utilization is that data culture has not been developed yet. The opportunity to optimize data utilization gets fresh air as awareness and understanding of data start to grow in some internal areas of the Ministry of Finance. Starting from the background, the book is compiled to become a guide for leaders and employees of the Ministry of Finance in building data culture in the Ministry of Finance. The book introduces cultural approach to develop and utilize data analytics skills in the Ministry of Finance. Hopefully, the book will keep being renewed in accordance with the development of science, technology, needs, and public discussion.

Author : Shorful Islam
Publisher : Kogan Page Publishers
Page : 233 pages
File Size : 47,8 Mb
Release : 2024-05-03
Category : Business & Economics
ISBN : 9781398614215

Get Book

Data Culture by Shorful Islam Pdf

Organizations often start their data journey by either procuring the technology or hiring the people. However, without an effective data-driven culture in place, they can struggle to derive value from their investments. Data Culture explores how data leaders can develop and nurture a data-driven culture tailored to their organization's needs. It outlines the types of data leadership and teams needed and the key building blocks for success, such as team recruitment, building and training, leadership, process, behavioural change management, developing, sustaining and measuring a data culture, company values and everyday decision making. It also explores the nuances of how different types of data cultures work with different types of companies, what to avoid and the differences between building a data culture from scratch and changing an existing data culture from within. With this hands-on guide, senior data leader Shorful Islam takes readers through how to successfully establish or change a data culture, sharing his expertise in behavioural change psychology and two decades of experience in fostering data culture in organizations. Supported throughout by real-world examples and cases, this will be an essential read for all data leaders and anyone involved in developing a data-driven organizational culture.

Author : Carl Anderson
Publisher : Unknown
Page : 128 pages
File Size : 55,7 Mb
Release : 2015
Category : BUSINESS & ECONOMICS
ISBN : 1491916907

Get Book

Creating a Data-driven Organization by Carl Anderson Pdf

Author : Hilary Mason
Publisher : Unknown
Page : 22 pages
File Size : 41,7 Mb
Release : 2015
Category : Data mining
ISBN : 1491921196

Get Book

Data Driven by Hilary Mason Pdf

Succeeding with data isn't just a matter of putting Hadoop in your machine room, or hiring some physicists with crazy math skills. It requires you to develop a data culture that involves people throughout the organization. In this O'Reilly report, DJ Patil and Hilary Mason outline the steps you need to take if your company is to be truly data-driven-including the questions you should ask and the methods you should adopt. You'll not only learn examples of how Google, LinkedIn, and Facebook use their data, but also how Walmart, UPS, and other organizations took advantage of this resource long.

Author : Tomasz Tunguz,Frank Bien
Publisher : John Wiley & Sons
Page : 179 pages
File Size : 50,7 Mb
Release : 2016-06-20
Category : Business & Economics
ISBN : 9781119257233

Get Book

Winning with Data by Tomasz Tunguz,Frank Bien Pdf

Crest the data wave with a deep cultural shift Winning with Data explores the cultural changes big data brings to business, and shows you how to adapt your organization to leverage data to maximum effect. Authors Tomasz Tunguz and Frank Bien draw on extensive background in big data, business intelligence, and business strategy to provide a blueprint for companies looking to move head-on into the data wave. Instrumentation is discussed in detail, but the core of the change is in the culture—this book provides sound guidance on building the type of organizational culture that creates and leverages data daily, in every aspect of the business. Real-world examples illustrate these important concepts at work: you'll learn how data helped Warby-Parker disrupt a $13 billion monopolized market, how ThredUp uses data to process more than 20 thousand items of clothing every day, how Venmo leverages data to build better products, how HubSpot empowers their salespeople to be more productive, and more. From decision making and strategy to shipping and sales, this book shows you how data makes better business. Big data has taken on buzzword status, but there is little real guidance for companies seeking everyday business data solutions. This book takes a deeper look at big data in business, and shows you how to shift internal culture ahead of the curve. Understand the changes a data culture brings to companies Instrument your company for maximum benefit Utilize data to optimize every aspect of your business Improve decision making and transform business strategy Big data is becoming the number-one topic in business, yet no one is asking the right questions. Leveraging the full power of data requires more than good IT—organization-wide buy-in is essential for long-term success. Winning with Data is the expert guide to making data work for your business, and your needs.

Author : Zach Gemignani,Chris Gemignani,Richard Galentino,Patrick Schuermann
Publisher : John Wiley & Sons
Page : 288 pages
File Size : 41,5 Mb
Release : 2014-10-10
Category : Computers
ISBN : 9781118851005

Get Book

Data Fluency by Zach Gemignani,Chris Gemignani,Richard Galentino,Patrick Schuermann Pdf

A dream come true for those looking to improve their data fluency Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication approaches, and let Data Fluency: Empowering Your Organization with Effective Communication show you the best tools and strategies for getting the job done right. Learn the best practices of data presentation and the ways that reporting and dashboards can help organizations effectively gauge performance, identify areas for improvement, and communicate results. Topics covered in the book include data reporting and communication, audience and user needs, data presentation tools, layout and styling, and common design failures. Those responsible for analytics, reporting, or BI implementation will find a refreshing take on data and visualization in this resource, as will report, data visualization, and dashboard designers. Conquer the challenge of making valuable data approachable and easy to understand Develop unique skills required to shape data to the needs of different audiences Full color book links to bonus content at juiceanalytics.com Written by well-known and highly esteemed authors in the data presentation community Data Fluency: Empowering Your Organization with Effective Communication focuses on user experience, making reports approachable, and presenting data in a compelling, inspiring way. The book helps to dissolve the disconnect between your data and those who might use it and can help make an impact on the people who are most affected by data. Use Data Fluency today to develop the skills necessary to turn data into effective displays for decision-making.

Author : Jordan Morrow
Publisher : Kogan Page Publishers
Page : 241 pages
File Size : 49,5 Mb
Release : 2022-08-03
Category : Business & Economics
ISBN : 9781398606555

Get Book

Be Data Driven by Jordan Morrow Pdf

Make any team or business data driven with this practical guide to overcoming common challenges and creating a data culture. Businesses are increasingly focusing on their data and analytics strategy, but a data-driven culture grounded in evidence-based decision making can be difficult to achieve. Be Data Driven outlines a step-by-step roadmap to building a data-driven organization or team, beginning with deciding on outcomes and a strategy before moving onto investing in technology and upskilling where necessary. This practical guide explains what it means to be a data-driven organization and explores which technologies are advancing data and analytics. Crucially, it also examines the most common challenges to becoming data driven, from a foundational skills gap to issues with leadership and strategy and the impact of organizational culture. With case studies of businesses who have successfully used data, Be Data Driven shows managers, leaders and data professionals how to address hurdles, encourage a data culture and become truly data driven.

Author : ANDREW. JONES
Publisher : Unknown
Page : 0 pages
File Size : 42,7 Mb
Release : 2024
Category : Electronic
ISBN : 180512143X

Get Book

DATA QUALITY'S ROLE IN BUILDING A DATA CULTURE by ANDREW. JONES Pdf

Author : Robert Zwerling,Jesper Sorensen
Publisher : Independently Published
Page : 146 pages
File Size : 45,9 Mb
Release : 2019-10-30
Category : Electronic
ISBN : 1703155572

Get Book

Implementing an Analytics Culture for Data Driven Decisions by Robert Zwerling,Jesper Sorensen Pdf

For many years Finance has had a monopoly on reporting numbers to business leaders, but this monopoly no longer exists. Unless Finance gets into the analytics game, Finance risks being sidelined and replaced in many of its FP&A functions. Finance needs to act fast and step up its game. Turning data into insights and foresight is crucial for, what we call, Next Generation Finance. With recent emergent technologies and a change in mentality of wanting to influence decisions, Finance has started the journey of advancing from the Trusted Scorekeeper towards the Strategic Partner.In the journey towards a Strategic Partner an analytics culture for data driven decisions needs to be developed. A culture that has four key components of Mindset, People, Processes, and Systems. These components, when aligned, institutionalize the practices about data driven decisions for business optimization.This book describes how to build a culture of data driven decisions using analytics. It purports that Finance becomes the hub of analytics to partner with the business to deliver the insights and foresight that impact the strategic decisions. Creating a culture of data driven decisions with analytics requires a Roadmap to transform Finance to the World Class Strategic Partner. This book lays out that roadmap...

Author : Beth Kanter,Katie Delahaye Paine
Publisher : John Wiley & Sons
Page : 336 pages
File Size : 43,8 Mb
Release : 2012-10-09
Category : Business & Economics
ISBN : 9781118137604

Get Book

Measuring the Networked Nonprofit by Beth Kanter,Katie Delahaye Paine Pdf

The tools nonprofits need to measure the impact of their social media Having a social media measurement plan and approach can no longer be an after-thought. It is a requirement of success. As nonprofits refine their social media practice, their boards are expecting reports showing results. As funders provide dollars to support programs that include social media, they too want to see results. This book offers the tools and strategies needed for nonprofits that need reliable and measurable data from their social media efforts. Using these tools will not only improve a nonprofit?s decision making process but will produce results-driven metrics for staff and stakeholders. A hands-on resource for nonprofit professionals who must be able to accurately measure the results of their social media ventures Written by popular nonprofit blogger Beth Kanter and measurement expert Katie Delahaye Paine Filled with tools, strategies, and illustrative examples that are highly accessible for nonprofit professionals This important resource will give savvy nonprofit professionals the information needed to produce measurable results for their social media.

Author : Cris Beswick,Derek Bishop,Jo Geraghty
Publisher : Kogan Page Publishers
Page : 229 pages
File Size : 55,6 Mb
Release : 2015-12-03
Category : Business & Economics
ISBN : 9780749474485

Get Book

Building a Culture of Innovation by Cris Beswick,Derek Bishop,Jo Geraghty Pdf

SHORTLISTED: CMI Management Book of the Year 2017 - Innovation and Entrepreneurship Category Being a truly innovative company is more than dreaming up new products and services by external consultants and internal taskforces. Staying one step ahead of the competition requires you to embed innovation into your organizational culture. Innovation needs to be embodied in everything that gets done by everyone who works there. By changing your organizational culture to one that supports Building a Culture of Innovation, you will remove the barriers that stop you responding quickly and agilely to changing market conditions and opportunities for growth. Building a Culture of Innovation presents a practical framework that you can follow to design and embed a culture of innovation in your business.The six-step Innovation Culture Change Framework offers a structured process to make change stick, from assessing your organization's innovation-readiness to leading a managed change process that will foster innovation at each level. It includes case studies from international organizations which have shifted their focus to an innovation culture, including Prudential, Qinetiq, Octopus Investments, Cisco, Siemens, BrightMove Media, Waitrose and Feefo. Supported with downloadable resources, Building a Culture of Innovation is an essential read for business leaders and change implementation teams who want to place innovation at the heart of their business strategy.

Author : Nancy Love,Katherine E. Stiles
Publisher : Corwin Press
Page : 409 pages
File Size : 42,8 Mb
Release : 2008-02-27
Category : Education
ISBN : 9781412950015

Get Book

The Data Coach's Guide to Improving Learning for All Students by Nancy Love,Katherine E. Stiles Pdf

Use data as an effective tool for school change and improvement! This resource helps data team facilitators move schools away from unproductive data practices and toward examining data for systematic and continuous improvement in instruction and learning. The book, which includes a CD-ROM with slides and reproducibles, illustrates how the authors' model has proven successful in: Narrowing achievement gaps in all content areas and grade levels Achieving strong, continuous gains in local and state assessments in mathematics, science, and reading Initiating powerful conversations about race/ethnicity, class, educational status, gender, and language differences Developing a vision for a high-performing, data-informed school culture

Author : Piyanka Jain,Puneet Sharma
Publisher : AMACOM
Page : 276 pages
File Size : 44,7 Mb
Release : 2014-11-05
Category : Business & Economics
ISBN : 9780814449226

Get Book

Behind Every Good Decision by Piyanka Jain,Puneet Sharma Pdf

There is a misconception in business that the only data that matters is BIG data, and that elaborate tools and data scientists are required to extract any practical information. However, nothing could be further from the truth. If you feel that you can’t understand how to read, let alone implement, these complex software programs that crunch the data and spit out more data, that will no longer be a problem! Authors and analytics experts Piyanka Jain and Puneet Sharma demystify the process of business analytics and demonstrate how professionals at any level can take the information at their disposal and in only five simple steps--using only Excel as a tool--make the decision necessary to increase revenue, decrease costs, improve product, or whatever else is being asked of them at that time. In Behind Every Good Decision, you will learn how to: Clarify the business question Lay out a hypothesis-driven plan Pull relevant data Convert it to insights Make decisions that make an impact Packed with examples and exercises, this refreshingly accessible book explains the four fundamental analytic techniques that can help solve a surprising 80 percent of all business problems. It doesn’t take a numbers person to know that is a formula you need!