O documento apresenta uma palestra sobre Governança de Dados nas empresas. O palestrante Bergson Lopes é um profissional de gestão de dados e projetos, fundador da BLR DATA e vice-presidente da DAMA Brasil. Ele discute os conceitos e benefícios da governança de dados segundo o modelo DAMA-DMBOK e fornece dicas práticas para implementação.
Escritório de Governança de Dados - Conceitos e dicas para implantaçãoBergson Lopes Rêgo, PMP
Apresentação ministrada no webinar da DAMA em Dez/2014 sobre os principais conceitos e dicas para implantar um Escritório de Governança de Dados (EGD).
Palestra com dicas e passos importantes para implantação de Programas de Gestão e Governança de Dados (Data Governance). Gestão de Dados Estratégica. Bergson Lopes.
Visão sobre o encontro dos dois conceitos emergentes (Big Data e Governança de Dados) analisada à luz dos modelos DAMA/DMBOK(Data Management Association) e DMM(Data Management Maturity Model do CMMI Institute). Por aspectos de direitos, foram refeitos diagramas do modelo DMBOK.
Escritório de Governança de Dados - Conceitos e dicas para implantaçãoBergson Lopes Rêgo, PMP
Apresentação ministrada no webinar da DAMA em Dez/2014 sobre os principais conceitos e dicas para implantar um Escritório de Governança de Dados (EGD).
Palestra com dicas e passos importantes para implantação de Programas de Gestão e Governança de Dados (Data Governance). Gestão de Dados Estratégica. Bergson Lopes.
Visão sobre o encontro dos dois conceitos emergentes (Big Data e Governança de Dados) analisada à luz dos modelos DAMA/DMBOK(Data Management Association) e DMM(Data Management Maturity Model do CMMI Institute). Por aspectos de direitos, foram refeitos diagramas do modelo DMBOK.
This presentation reports on data governance best practices. Based on a definition of fundamental terms and the business rationale for data governance, a set of case studies from leading companies is presented. The content of this presentation is a result of the Competence Center Corporate Data Quality (CC CDQ) at the University of St. Gallen, Switzerland.
Bergson Lopes destaca as novas tendências em Gestão e Governança de Dados que estão sendo adotadas pelas empresas brasileiras. Destaque especial para a Gestão de Dados Moderna e ao guia DAMA-DMBOK.
To take a “ready, aim, fire” tactic to implement Data Governance, many organizations assess themselves against industry best practices. The process is not difficult or time-consuming and can directly assure that your activities target your specific needs. Best practices are always a strong place to start.
Join Bob Seiner for this popular RWDG topic, where he will provide the information you need to set your program in the best possible direction. Bob will walk you through the steps of conducting an assessment and share with you a set of typical results from taking this action. You may be surprised at how easy it is to organize the assessment and may hear results that stimulate the actions that you need to take.
In this webinar, Bob will share:
- The value of performing a Data Governance best practice assessment
- A practical list of industry Data Governance best practices
- Criteria to determine if a practice is best practice
- Steps to follow to complete an assessment
- Typical recommendations and actions that result from an assessment
This introduction to data governance presentation covers the inter-related DM foundational disciplines (Data Integration / DWH, Business Intelligence and Data Governance). Some of the pitfalls and success factors for data governance.
• IM Foundational Disciplines
• Cross-functional Workflow Exchange
• Key Objectives of the Data Governance Framework
• Components of a Data Governance Framework
• Key Roles in Data Governance
• Data Governance Committee (DGC)
• 4 Data Governance Policy Areas
• 3 Challenges to Implementing Data Governance
• Data Governance Success Factors
How to Build & Sustain a Data Governance Operating Model DATUM LLC
Learn how to execute a data governance strategy through creation of a successful business case and operating model.
Originally presented to an audience of 400+ at the Master Data Management & Data Governance Summit.
Visit www.datumstrategy.com for more!
Governança de Dados-Uma abordagem via Canvas MGD_v02Carlos Barbieri
Uma abordagem para implementação de Governança de Dados, usando o Canvas MGD-Melhoria de Gestão de Dados, desenvolvido pelo autor. A abordagem facilita a interação entre os envolvidos nos aspectos de dados da empresa, propiciando um ambiente interativo de discussão de problemas e desenvolvimento de soluções de dados . Essa versão apresenta os diagramas do DMBOK refeitos, por aspectos de direitos
Data Catalogs Are the Answer – What Is the Question?DATAVERSITY
Organizations with governed metadata made available through their data catalog can answer questions their people have about the organization’s data. These organizations get more value from their data, protect their data better, gain improved ROI from data-centric projects and programs, and have more confidence in their most strategic data.
Join Bob Seiner for this lively webinar where he will talk about the value of a data catalog and how to build the use of the catalog into your stewards’ daily routines. Bob will share how the tool must be positioned for success and viewed as a must-have resource that is a steppingstone and catalyst to governed data across the organization.
In this webinar, Bob will focus on:
-Selecting the appropriate metadata to govern
-The business and technical value of a data catalog
-Building the catalog into people’s routines
-Positioning the data catalog for success
-Questions the data catalog can answer
Big Data e Governança de Dados, via DMM-Data Management Maturiy ModelCarlos Barbieri
Mostra um exemplo real de Governança de Dados com Big Data, numa empresa de Energia elétrica, aplicando os conceitos de DMM-Data Management Maturity Model
Data Governance and Metadata ManagementDATAVERSITY
Metadata is a tool that improves data understanding, builds end-user confidence, and improves the return on investment in every asset associated with becoming a data-centric organization. Metadata’s use has expanded beyond “data about data” to cover every phase of data analytics, protection, and quality improvement. Data Governance and metadata are connected at the hip in every way possible. As the song goes, “You can’t have one without the other.”
In this RWDG webinar, Bob Seiner will provide a way to renew your energy by focusing on the valuable asset that can make or break your Data Governance program’s success. The truth is metadata is already inherent in your data environment, and it can be leveraged by making it available to all levels of the organization. At issue is finding the most appropriate ways to leverage and share metadata to improve data value and protection.
Throughout this webinar, Bob will share information about:
- Delivering an improved definition of metadata
- Communicating the relationship between successful governance and metadata
- Getting your business community to embrace the need for metadata
- Determining the metadata that will provide the most bang for your bucks
- The importance of Metadata Management to becoming data-centric
Enterprise Architecture vs. Data ArchitectureDATAVERSITY
Enterprise Architecture (EA) provides a visual blueprint of the organization, and shows key interrelationships between data, process, applications, and more. By abstracting these assets in a graphical view, it’s possible to see key interrelationships, particularly as they relate to data and its business impact across the organization. Join us for a discussion on how Data Architecture is a key component of an overall Enterprise Architecture for enhanced business value and success.
Apresentação sobre Data Mesh e a relação com os Programas de Governança de Dados ministrada por Bergson Lopes na segunda edição do Evento Manhã com Dados.
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
Business intelligence (BI) and data analytics are increasing in popularity as more organizations are looking to become more data-driven. Many tools have powerful visualization techniques that can create dynamic displays of critical information. To ensure that the data displayed on these visualizations is accurate and timely, a strong Data Architecture is needed. Join this webinar to understand how to create a robust Data Architecture for BI and data analytics that takes both business and technology needs into consideration.
Data Governance Takes a Village (So Why is Everyone Hiding?)DATAVERSITY
Data governance represents both an obstacle and opportunity for enterprises everywhere. And many individuals may hesitate to embrace the change. Yet if led well, a governance initiative has the potential to launch a data community that drives innovation and data-driven decision-making for the wider business. (And yes, it can even be fun!). So how do you build a roadmap to success?
This session will gather four governance experts, including Mary Williams, Associate Director, Enterprise Data Governance at Exact Sciences, and Bob Seiner, author of Non-Invasive Data Governance, for a roundtable discussion about the challenges and opportunities of leading a governance initiative that people embrace. Join this webinar to learn:
- How to build an internal case for data governance and a data catalog
- Tips for picking a use case that builds confidence in your program
- How to mature your program and build your data community
Data Catalogs Are the Answer – What is the Question?DATAVERSITY
Organizations with governed metadata made available through their data catalog can answer questions their people have about the organization’s data. These organizations get more value from their data, protect their data better, gain improved ROI from data-centric projects and programs, and have more confidence in their most strategic data.
Join Bob Seiner for this lively webinar where he will talk about the value of a data catalog and how to build the use of the catalog into your stewards’ daily routines. Bob will share how the tool must be positioned for success and viewed as a must-have resource that is a steppingstone and catalyst to governed data across the organization.
Who Should Own Data Governance – IT or Business?DATAVERSITY
The question is asked all the time: “What part of the organization should own your Data Governance program?” The typical answers are “the business” and “IT (information technology).” Another answer to that question is “Yes.” The program must be owned and reside somewhere in the organization. You may ask yourself if there is a correct answer to the question.
Join this new RWDG webinar with Bob Seiner where Bob will answer the question that is the title of this webinar. Determining ownership of Data Governance is a vital first step. Figuring out the appropriate part of the organization to manage the program is an important second step. This webinar will help you address these questions and more.
In this session Bob will share:
- What is meant by “the business” when it comes to owning Data Governance
- Why some people say that Data Governance in IT is destined to fail
- Examples of IT positioned Data Governance success
- Considerations for answering the question in your organization
- The final answer to the question of who should own Data Governance
Data Governance Trends - A Look Backwards and ForwardsDATAVERSITY
As DATAVERSITY’s RWDG series hurdles into our 12th year, this webinar takes a quick look behind us, evaluates the present, and predicts the future of Data Governance. Based on webinar numbers, hot Data Governance topics have evolved over the years from policies and best practices, roles and tools, data catalogs and frameworks, to supporting data mesh and fabric, artificial intelligence, virtualization, literacy, and metadata governance.
Join Bob Seiner as he reflects on the past and what has and has not worked, while sharing examples of enterprise successes and struggles. In this webinar, Bob will challenge the audience to stay a step ahead by learning from the past and blazing a new trail into the future of Data Governance.
In this webinar, Bob will focus on:
- Data Governance’s past, present, and future
- How trials and tribulations evolve to success
- Leveraging lessons learned to improve productivity
- The great Data Governance tool explosion
- The future of Data Governance
In its seventh annual study of outbound email and data loss prevention issues, Proofpoint Inc. found that email continues to be the number one source of data loss risks in large enterprises as more than a third (35%) investigated a leak of confidential or proprietary information via email in the past 12 months. At the same time, the number of data loss events associated with social media channels continued to increase. Employee misuse of email, work-owned mobile devices, and popular social media tools including Facebook, LinkedIn, Twitter, video sharing sites, forums and blogs resulted in an increasing number of disciplinary actions—including termination—as enterprises demonstrate increasing concern about securing sensitive data.
This presentation reports on data governance best practices. Based on a definition of fundamental terms and the business rationale for data governance, a set of case studies from leading companies is presented. The content of this presentation is a result of the Competence Center Corporate Data Quality (CC CDQ) at the University of St. Gallen, Switzerland.
Bergson Lopes destaca as novas tendências em Gestão e Governança de Dados que estão sendo adotadas pelas empresas brasileiras. Destaque especial para a Gestão de Dados Moderna e ao guia DAMA-DMBOK.
To take a “ready, aim, fire” tactic to implement Data Governance, many organizations assess themselves against industry best practices. The process is not difficult or time-consuming and can directly assure that your activities target your specific needs. Best practices are always a strong place to start.
Join Bob Seiner for this popular RWDG topic, where he will provide the information you need to set your program in the best possible direction. Bob will walk you through the steps of conducting an assessment and share with you a set of typical results from taking this action. You may be surprised at how easy it is to organize the assessment and may hear results that stimulate the actions that you need to take.
In this webinar, Bob will share:
- The value of performing a Data Governance best practice assessment
- A practical list of industry Data Governance best practices
- Criteria to determine if a practice is best practice
- Steps to follow to complete an assessment
- Typical recommendations and actions that result from an assessment
This introduction to data governance presentation covers the inter-related DM foundational disciplines (Data Integration / DWH, Business Intelligence and Data Governance). Some of the pitfalls and success factors for data governance.
• IM Foundational Disciplines
• Cross-functional Workflow Exchange
• Key Objectives of the Data Governance Framework
• Components of a Data Governance Framework
• Key Roles in Data Governance
• Data Governance Committee (DGC)
• 4 Data Governance Policy Areas
• 3 Challenges to Implementing Data Governance
• Data Governance Success Factors
How to Build & Sustain a Data Governance Operating Model DATUM LLC
Learn how to execute a data governance strategy through creation of a successful business case and operating model.
Originally presented to an audience of 400+ at the Master Data Management & Data Governance Summit.
Visit www.datumstrategy.com for more!
Governança de Dados-Uma abordagem via Canvas MGD_v02Carlos Barbieri
Uma abordagem para implementação de Governança de Dados, usando o Canvas MGD-Melhoria de Gestão de Dados, desenvolvido pelo autor. A abordagem facilita a interação entre os envolvidos nos aspectos de dados da empresa, propiciando um ambiente interativo de discussão de problemas e desenvolvimento de soluções de dados . Essa versão apresenta os diagramas do DMBOK refeitos, por aspectos de direitos
Data Catalogs Are the Answer – What Is the Question?DATAVERSITY
Organizations with governed metadata made available through their data catalog can answer questions their people have about the organization’s data. These organizations get more value from their data, protect their data better, gain improved ROI from data-centric projects and programs, and have more confidence in their most strategic data.
Join Bob Seiner for this lively webinar where he will talk about the value of a data catalog and how to build the use of the catalog into your stewards’ daily routines. Bob will share how the tool must be positioned for success and viewed as a must-have resource that is a steppingstone and catalyst to governed data across the organization.
In this webinar, Bob will focus on:
-Selecting the appropriate metadata to govern
-The business and technical value of a data catalog
-Building the catalog into people’s routines
-Positioning the data catalog for success
-Questions the data catalog can answer
Big Data e Governança de Dados, via DMM-Data Management Maturiy ModelCarlos Barbieri
Mostra um exemplo real de Governança de Dados com Big Data, numa empresa de Energia elétrica, aplicando os conceitos de DMM-Data Management Maturity Model
Data Governance and Metadata ManagementDATAVERSITY
Metadata is a tool that improves data understanding, builds end-user confidence, and improves the return on investment in every asset associated with becoming a data-centric organization. Metadata’s use has expanded beyond “data about data” to cover every phase of data analytics, protection, and quality improvement. Data Governance and metadata are connected at the hip in every way possible. As the song goes, “You can’t have one without the other.”
In this RWDG webinar, Bob Seiner will provide a way to renew your energy by focusing on the valuable asset that can make or break your Data Governance program’s success. The truth is metadata is already inherent in your data environment, and it can be leveraged by making it available to all levels of the organization. At issue is finding the most appropriate ways to leverage and share metadata to improve data value and protection.
Throughout this webinar, Bob will share information about:
- Delivering an improved definition of metadata
- Communicating the relationship between successful governance and metadata
- Getting your business community to embrace the need for metadata
- Determining the metadata that will provide the most bang for your bucks
- The importance of Metadata Management to becoming data-centric
Enterprise Architecture vs. Data ArchitectureDATAVERSITY
Enterprise Architecture (EA) provides a visual blueprint of the organization, and shows key interrelationships between data, process, applications, and more. By abstracting these assets in a graphical view, it’s possible to see key interrelationships, particularly as they relate to data and its business impact across the organization. Join us for a discussion on how Data Architecture is a key component of an overall Enterprise Architecture for enhanced business value and success.
Apresentação sobre Data Mesh e a relação com os Programas de Governança de Dados ministrada por Bergson Lopes na segunda edição do Evento Manhã com Dados.
Business Intelligence & Data Analytics– An Architected ApproachDATAVERSITY
Business intelligence (BI) and data analytics are increasing in popularity as more organizations are looking to become more data-driven. Many tools have powerful visualization techniques that can create dynamic displays of critical information. To ensure that the data displayed on these visualizations is accurate and timely, a strong Data Architecture is needed. Join this webinar to understand how to create a robust Data Architecture for BI and data analytics that takes both business and technology needs into consideration.
Data Governance Takes a Village (So Why is Everyone Hiding?)DATAVERSITY
Data governance represents both an obstacle and opportunity for enterprises everywhere. And many individuals may hesitate to embrace the change. Yet if led well, a governance initiative has the potential to launch a data community that drives innovation and data-driven decision-making for the wider business. (And yes, it can even be fun!). So how do you build a roadmap to success?
This session will gather four governance experts, including Mary Williams, Associate Director, Enterprise Data Governance at Exact Sciences, and Bob Seiner, author of Non-Invasive Data Governance, for a roundtable discussion about the challenges and opportunities of leading a governance initiative that people embrace. Join this webinar to learn:
- How to build an internal case for data governance and a data catalog
- Tips for picking a use case that builds confidence in your program
- How to mature your program and build your data community
Data Catalogs Are the Answer – What is the Question?DATAVERSITY
Organizations with governed metadata made available through their data catalog can answer questions their people have about the organization’s data. These organizations get more value from their data, protect their data better, gain improved ROI from data-centric projects and programs, and have more confidence in their most strategic data.
Join Bob Seiner for this lively webinar where he will talk about the value of a data catalog and how to build the use of the catalog into your stewards’ daily routines. Bob will share how the tool must be positioned for success and viewed as a must-have resource that is a steppingstone and catalyst to governed data across the organization.
Who Should Own Data Governance – IT or Business?DATAVERSITY
The question is asked all the time: “What part of the organization should own your Data Governance program?” The typical answers are “the business” and “IT (information technology).” Another answer to that question is “Yes.” The program must be owned and reside somewhere in the organization. You may ask yourself if there is a correct answer to the question.
Join this new RWDG webinar with Bob Seiner where Bob will answer the question that is the title of this webinar. Determining ownership of Data Governance is a vital first step. Figuring out the appropriate part of the organization to manage the program is an important second step. This webinar will help you address these questions and more.
In this session Bob will share:
- What is meant by “the business” when it comes to owning Data Governance
- Why some people say that Data Governance in IT is destined to fail
- Examples of IT positioned Data Governance success
- Considerations for answering the question in your organization
- The final answer to the question of who should own Data Governance
Data Governance Trends - A Look Backwards and ForwardsDATAVERSITY
As DATAVERSITY’s RWDG series hurdles into our 12th year, this webinar takes a quick look behind us, evaluates the present, and predicts the future of Data Governance. Based on webinar numbers, hot Data Governance topics have evolved over the years from policies and best practices, roles and tools, data catalogs and frameworks, to supporting data mesh and fabric, artificial intelligence, virtualization, literacy, and metadata governance.
Join Bob Seiner as he reflects on the past and what has and has not worked, while sharing examples of enterprise successes and struggles. In this webinar, Bob will challenge the audience to stay a step ahead by learning from the past and blazing a new trail into the future of Data Governance.
In this webinar, Bob will focus on:
- Data Governance’s past, present, and future
- How trials and tribulations evolve to success
- Leveraging lessons learned to improve productivity
- The great Data Governance tool explosion
- The future of Data Governance
In its seventh annual study of outbound email and data loss prevention issues, Proofpoint Inc. found that email continues to be the number one source of data loss risks in large enterprises as more than a third (35%) investigated a leak of confidential or proprietary information via email in the past 12 months. At the same time, the number of data loss events associated with social media channels continued to increase. Employee misuse of email, work-owned mobile devices, and popular social media tools including Facebook, LinkedIn, Twitter, video sharing sites, forums and blogs resulted in an increasing number of disciplinary actions—including termination—as enterprises demonstrate increasing concern about securing sensitive data.
Learn how financial services professionals can leverage LinkedIn to develop new business opportunities, build relationships, and drive revenue in a compliant manner with Proofpoint.
Webinar: Proofpoint, a pioneer in security-as-a-service protects people, info...DataStax
Proofpoint is a visionary leader in social media, email and mobile security and compliance. Their technology consumes and correlates billions of events every day across all of these communication channels to detect bad actors in real-time and deliver deep threat protection and intelligence. Proofpoint uses DataStax Enterprise (DSE) as a key piece of their platform to deliver industry leading security and compliance solutions. In this webinar, VP of Engineering at Proofpoint, Rich Sutton will share the use cases they’ve deployed on DataStax Enterprise, highlight the problems solved and outcomes achieved and share their journey into the world of NoSQL.
Video recording: https://youtu.be/ro-Kc1VUjrQ
Proofpoint: Fraud Detection and Security on Social MediaDataStax Academy
Social media has become the new frontier for cyber-attackers. The explosive growth of this new communications platform, combined with the potential to reach millions of people through a single post, has provided a low barrier for exploitation. In this talk, we will focus on how Cassandra is used to enable our fight against bad actors on social media. In particular, we will discuss how we use Cassandra for anomaly detection, social mob alerting, trending topics, and fraudulent classification. We will also speak about our Cassandra data models, integration with Spark Streaming, and how we use KairosDB for our time series data. Watch us don our superhero-Cassandra capes as we fight against the bad guys!
Adapted from an ESG report - Seeing Is Securing - Protecting Against Advanced...Proofpoint
Business Has Changed. The Threat Landscape Has Changed. Are You Prepared?
Today’s workers have gone beyond the network, using multiple devices to conduct business, anywhere, any time. The move has resulted in greater productivity and collaboration—and a greater risk of attack by cyber criminals. How can you protect your business today?
How to Make Awesome SlideShares: Tips & TricksSlideShare
Turbocharge your online presence with SlideShare. We provide the best tips and tricks for succeeding on SlideShare. Get ideas for what to upload, tips for designing your deck and more.
Voltado para a geração de informações e gráficos gerenciais para as áreas tática e estratégica empresariais, o Senior BI é uma ferramenta flexível que permite a criação de gráficos, indicadores e cubos específicos.
Governança de Dados para BI, em tempos de Self-Service BIClaudio Bonel
Nesta palestra apresentamos o designing de soluções de BI e de Self-Service BI, contextualizando a governança de dados com tecnologias Microsoft (SQL Server DB, SS Integration Services, SQL Server Analysis Services e Power BI)
Definimos em conjunto com o cliente, os indicadores de performance com os quais a empresa deve ser avaliada no âmbito estratégico, tático e operacional. Conceitos como Balance Scorecard (BSC), budgeting (orçamentação), análise financeira, desempenho de vendas e marketing, human resource scorecard (HRBSC), S&OP (Sales and Operational Planning), entre outros, são aplicados nesta disciplina.
Executamos:
Desenho do Modelo de Analytics (tanto pré-implementação, como para correções);
Implementação de Tecnologias de Business Intelligence;
Gerenciamento dos serviços de implementação de terceiros de maneira a garantir a aderência as especificações.
2. Dados do Palestrante
Lopes
BI & Analytics Summit - 2017.
✓ Profissional de Gestão de Dados e Gerenciamento de Projetos;
✓ Fundador da BLR DATA;
✓ Vice-presidente da DAMA Brasil;
✓ Conduziu diversos projetos de implantação de AD e GD;
✓ Autor do Livro: Gestão e Governança de Dados;
✓ Autor de diversos artigos sobre o assunto;
4. Governança de Dados
Governança de Dados é o exercício de autoridade e controle
sobre a gestão de ativos de dados. A função de governança de
dados guia como todas as outras funções da gestão de dados
são realizadas. Governança de dados é de alto nível, ou seja,
é Gestão de dados na esfera executiva.
Fonte: DAMA-DMBOK®
BI & Analytics Summit - 2017.
5. Visão DMBoK
Gestão da
Arquitetura
De Dados
Desenvolvimento
dos Dados
Gestão da
Segurança
dos Dados
Gestão de
Operações
Gestão de Dados
Mestres e Referência
Gestão de
DW e BI
Gestão de
Documentos
e Conteúdo
Gestão dos
Metadados
Gestão da
Qualidade
dos Dados
BI & Analytics Summit - 2017.
12. Estabelecer os “Pês” da Governança
Patrocínio Plano Projetos Papéis
Politicas Processos Padrões Performance
BI & Analytics Summit - 2017.
13. Papeis
“Atores” em cena!
CDO
Gestor da
Informação
Gestor de
Dados Negócio
Gestor Estratégico
de Dados
Negócio TI
BI & Analytics Summit - 2017.
Arquiteto de
Dados
14. Estruturas de Governança
Comissão
Executiva de
Gestão de Dados
Comissões Táticas de Gestão
de Dados
Equipes (Operação)
Diretrizes Indicadores e
Necessidades
EstratégicoTáticoOperacional
Métricas,
Questões
Insumos
Diretrizes GED ou
Escritório de
Governança
de Dados
Orientações,
Regulatórios
BI & Analytics Summit - 2017.