際際滷shows by User: weckerson / http://www.slideshare.net/images/logo.gif 際際滷shows by User: weckerson / Wed, 13 Mar 2019 12:33:00 GMT 際際滷Share feed for 際際滷shows by User: weckerson The Evolution of Self-Service Analytics /slideshow/the-evolution-of-selfservice-analytics/136080358 theevolutionofself-serviceanalytics-190313123300
Learn about the organizational and architectural strategies needed to make self-service analytics successful. Self-service is more about process and training instead of only focusing on tools. Download this research to read about self-service architecture in detail:https://www.eckerson.com/articles/a-reference-architecture-for-self-service-analytics If you need help with self-service analytics, data architecture or data management, contact us on the following link: https://www.eckerson.com/consulting]]>

Learn about the organizational and architectural strategies needed to make self-service analytics successful. Self-service is more about process and training instead of only focusing on tools. Download this research to read about self-service architecture in detail:https://www.eckerson.com/articles/a-reference-architecture-for-self-service-analytics If you need help with self-service analytics, data architecture or data management, contact us on the following link: https://www.eckerson.com/consulting]]>
Wed, 13 Mar 2019 12:33:00 GMT /slideshow/the-evolution-of-selfservice-analytics/136080358 weckerson@slideshare.net(weckerson) The Evolution of Self-Service Analytics weckerson Learn about the organizational and architectural strategies needed to make self-service analytics successful. Self-service is more about process and training instead of only focusing on tools. Download this research to read about self-service architecture in detail:https://www.eckerson.com/articles/a-reference-architecture-for-self-service-analytics If you need help with self-service analytics, data architecture or data management, contact us on the following link: https://www.eckerson.com/consulting <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/theevolutionofself-serviceanalytics-190313123300-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Learn about the organizational and architectural strategies needed to make self-service analytics successful. Self-service is more about process and training instead of only focusing on tools. Download this research to read about self-service architecture in detail:https://www.eckerson.com/articles/a-reference-architecture-for-self-service-analytics If you need help with self-service analytics, data architecture or data management, contact us on the following link: https://www.eckerson.com/consulting
The Evolution of Self-Service Analytics from Eckerson Group
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Managing Data Sprawl with Data Catalogs for Self-Service /slideshow/managing-data-sprawl-with-data-catalogs-for-selfservice/136079220 managingself-servicesprawlswithdatacatalogs-190313121157
Self-service analytics tools solved one problem but created another. Now we need data catalogs and self-service data. When you're done reading the slides, you can download our research: The Ultimate Guide to Data Catalogs https://www.eckerson.com/articles/the-ultimate-guide-to-data-catalogs-key-things-to-consider-when-selecting-a-data-catalog We also help you choose a data catalog and teach you how to implement it across your enterprise. Contact us-https://www.eckerson.com/consulting ]]>

Self-service analytics tools solved one problem but created another. Now we need data catalogs and self-service data. When you're done reading the slides, you can download our research: The Ultimate Guide to Data Catalogs https://www.eckerson.com/articles/the-ultimate-guide-to-data-catalogs-key-things-to-consider-when-selecting-a-data-catalog We also help you choose a data catalog and teach you how to implement it across your enterprise. Contact us-https://www.eckerson.com/consulting ]]>
Wed, 13 Mar 2019 12:11:57 GMT /slideshow/managing-data-sprawl-with-data-catalogs-for-selfservice/136079220 weckerson@slideshare.net(weckerson) Managing Data Sprawl with Data Catalogs for Self-Service weckerson Self-service analytics tools solved one problem but created another. Now we need data catalogs and self-service data. When you're done reading the slides, you can download our research: The Ultimate Guide to Data Catalogs https://www.eckerson.com/articles/the-ultimate-guide-to-data-catalogs-key-things-to-consider-when-selecting-a-data-catalog We also help you choose a data catalog and teach you how to implement it across your enterprise. Contact us-https://www.eckerson.com/consulting <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/managingself-servicesprawlswithdatacatalogs-190313121157-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Self-service analytics tools solved one problem but created another. Now we need data catalogs and self-service data. When you&#39;re done reading the slides, you can download our research: The Ultimate Guide to Data Catalogs https://www.eckerson.com/articles/the-ultimate-guide-to-data-catalogs-key-things-to-consider-when-selecting-a-data-catalog We also help you choose a data catalog and teach you how to implement it across your enterprise. Contact us-https://www.eckerson.com/consulting
Managing Data Sprawl with Data Catalogs for Self-Service from Eckerson Group
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Tips for BI & Analytics leaders /slideshow/tips-for-bi-analytics-leaders/136078615 tipsforbileaders-190313120030
Effective tips for leaders in the #BI and #Analytics space who want to become better leaders. Visit www.eckerson.com to know more about our research, education and consulting services.]]>

Effective tips for leaders in the #BI and #Analytics space who want to become better leaders. Visit www.eckerson.com to know more about our research, education and consulting services.]]>
Wed, 13 Mar 2019 12:00:30 GMT /slideshow/tips-for-bi-analytics-leaders/136078615 weckerson@slideshare.net(weckerson) Tips for BI & Analytics leaders weckerson Effective tips for leaders in the #BI and #Analytics space who want to become better leaders. Visit www.eckerson.com to know more about our research, education and consulting services. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/tipsforbileaders-190313120030-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Effective tips for leaders in the #BI and #Analytics space who want to become better leaders. Visit www.eckerson.com to know more about our research, education and consulting services.
Tips for BI & Analytics leaders from Eckerson Group
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AI in Financial Services /slideshow/ai-in-financial-services-130573414/130573414 aiinfinancialservices-190205091232
In this webcast, Wayne Eckerson discusses the impact of artificial intelligence (AI) and machine (ML) learning on the finance industry, specifically how AI/ML will lead to augmented intelligence, in which man and machine collaborate to deliver optimal outcomes and decisions. Watch the webinar on this link: https://www.youtube.com/watch?time_continue=506&v=UwBEd_m0XBs]]>

In this webcast, Wayne Eckerson discusses the impact of artificial intelligence (AI) and machine (ML) learning on the finance industry, specifically how AI/ML will lead to augmented intelligence, in which man and machine collaborate to deliver optimal outcomes and decisions. Watch the webinar on this link: https://www.youtube.com/watch?time_continue=506&v=UwBEd_m0XBs]]>
Tue, 05 Feb 2019 09:12:32 GMT /slideshow/ai-in-financial-services-130573414/130573414 weckerson@slideshare.net(weckerson) AI in Financial Services weckerson In this webcast, Wayne Eckerson discusses the impact of artificial intelligence (AI) and machine (ML) learning on the finance industry, specifically how AI/ML will lead to augmented intelligence, in which man and machine collaborate to deliver optimal outcomes and decisions. Watch the webinar on this link: https://www.youtube.com/watch?time_continue=506&v=UwBEd_m0XBs <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/aiinfinancialservices-190205091232-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> In this webcast, Wayne Eckerson discusses the impact of artificial intelligence (AI) and machine (ML) learning on the finance industry, specifically how AI/ML will lead to augmented intelligence, in which man and machine collaborate to deliver optimal outcomes and decisions. Watch the webinar on this link: https://www.youtube.com/watch?time_continue=506&amp;v=UwBEd_m0XBs
AI in Financial Services from Eckerson Group
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TDWI Boston Keynote: The New BI/Analytics Synergy /slideshow/tdwi-boston-keynote-the-new-bianalytics-synergy/51586882 7-30-2015-tdwikeynote-150813134954-lva1-app6892
To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order ]]>

To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order ]]>
Thu, 13 Aug 2015 13:49:54 GMT /slideshow/tdwi-boston-keynote-the-new-bianalytics-synergy/51586882 weckerson@slideshare.net(weckerson) TDWI Boston Keynote: The New BI/Analytics Synergy weckerson To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/7-30-2015-tdwikeynote-150813134954-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order
TDWI Boston Keynote: The New BI/Analytics Synergy from Eckerson Group
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TDWI Boston Keynote - The New BI/Analytics Synergy - 7 30-2015 - tdwi keynote /slideshow/tdwi-boston-keynote-the-new-bianalytics-synergy-7-302015-tdwi-keynote/51586730 7-30-2015-tdwikeynote-150813134516-lva1-app6891
To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order ]]>

To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order ]]>
Thu, 13 Aug 2015 13:45:16 GMT /slideshow/tdwi-boston-keynote-the-new-bianalytics-synergy-7-302015-tdwi-keynote/51586730 weckerson@slideshare.net(weckerson) TDWI Boston Keynote - The New BI/Analytics Synergy - 7 30-2015 - tdwi keynote weckerson To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/7-30-2015-tdwikeynote-150813134516-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> To stay relevant in a fast-changing business and data environment, business and analytics leaders need to recognize that their teams are no longer the center of the data universe. They need to reach out and partner with other data analytics players in the organization and create a shared vision for the future. The new business analytics leader fosters a rich analytical ecosystem of people, processes and technologies that fuels a data-driven organization. You Will Learn: - How the data world has changed and why - The cyclical nature of power in the data world - Characteristics of the new analytical ecosystem - The role of BI leaders and teams in the new world order
TDWI Boston Keynote - The New BI/Analytics Synergy - 7 30-2015 - tdwi keynote from Eckerson Group
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Operational Analytics /slideshow/operational-analytics-32914513/32914513 operationalanalyticsbenchmarkwebcast-140330162244-phpapp01
These slides summarize a survey of BI professionals on operational analytics.]]>

These slides summarize a survey of BI professionals on operational analytics.]]>
Sun, 30 Mar 2014 16:22:44 GMT /slideshow/operational-analytics-32914513/32914513 weckerson@slideshare.net(weckerson) Operational Analytics weckerson These slides summarize a survey of BI professionals on operational analytics. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/operationalanalyticsbenchmarkwebcast-140330162244-phpapp01-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> These slides summarize a survey of BI professionals on operational analytics.
Operational Analytics from Eckerson Group
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Cloud BI Survey /slideshow/cloud-bi-survey/26993794 cloudbisurvey-131008163855-phpapp02
Survey of 278 BI professionals conducted in September 2013, by BI Leader Consulting. ]]>

Survey of 278 BI professionals conducted in September 2013, by BI Leader Consulting. ]]>
Tue, 08 Oct 2013 16:38:54 GMT /slideshow/cloud-bi-survey/26993794 weckerson@slideshare.net(weckerson) Cloud BI Survey weckerson Survey of 278 BI professionals conducted in September 2013, by BI Leader Consulting. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/cloudbisurvey-131008163855-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Survey of 278 BI professionals conducted in September 2013, by BI Leader Consulting.
Cloud BI Survey from Eckerson Group
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Visual discovery tools /slideshow/visual-discovery-tools/18860970 visualdiscoverytools-130415111849-phpapp02
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Mon, 15 Apr 2013 11:18:48 GMT /slideshow/visual-discovery-tools/18860970 weckerson@slideshare.net(weckerson) Visual discovery tools weckerson <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/visualdiscoverytools-130415111849-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br>
Visual discovery tools from Eckerson Group
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Data Virtualization Survey Results /slideshow/data-virtualization-survey-results/17368988 datavirtualizationsurveyresults-130319104359-phpapp02
Survey of the BI Leadership Forum regarding the adoption of data virtualization software. ]]>

Survey of the BI Leadership Forum regarding the adoption of data virtualization software. ]]>
Tue, 19 Mar 2013 10:43:59 GMT /slideshow/data-virtualization-survey-results/17368988 weckerson@slideshare.net(weckerson) Data Virtualization Survey Results weckerson Survey of the BI Leadership Forum regarding the adoption of data virtualization software. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/datavirtualizationsurveyresults-130319104359-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Survey of the BI Leadership Forum regarding the adoption of data virtualization software.
Data Virtualization Survey Results from Eckerson Group
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Mobile BI Trends /slideshow/mobile-bi-trends/14805197 mobilebiforslideshare-121019135558-phpapp02
Trends in mobile BI deployments]]>

Trends in mobile BI deployments]]>
Fri, 19 Oct 2012 13:55:54 GMT /slideshow/mobile-bi-trends/14805197 weckerson@slideshare.net(weckerson) Mobile BI Trends weckerson Trends in mobile BI deployments <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/mobilebiforslideshare-121019135558-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Trends in mobile BI deployments
Mobile BI Trends from Eckerson Group
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Business driven BI - Self-service Techniques /slideshow/business-driven-bi-selfservice-techniques/14086031 business-drivenbi-slideshareslides-120827133501-phpapp02
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Mon, 27 Aug 2012 13:34:58 GMT /slideshow/business-driven-bi-selfservice-techniques/14086031 weckerson@slideshare.net(weckerson) Business driven BI - Self-service Techniques weckerson <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/business-drivenbi-slideshareslides-120827133501-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br>
Business driven BI - Self-service Techniques from Eckerson Group
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Strategies for Integrating with Hadoop /slideshow/strategies-for-integrating-with-hadoop/13175328 bigdataslidesharegraphics-120602144222-phpapp02
Based on a survey of BI Leadership Forum members, April 2012. Focused on Hadoop adoption. ]]>

Based on a survey of BI Leadership Forum members, April 2012. Focused on Hadoop adoption. ]]>
Sat, 02 Jun 2012 14:42:21 GMT /slideshow/strategies-for-integrating-with-hadoop/13175328 weckerson@slideshare.net(weckerson) Strategies for Integrating with Hadoop weckerson Based on a survey of BI Leadership Forum members, April 2012. Focused on Hadoop adoption. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/bigdataslidesharegraphics-120602144222-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Based on a survey of BI Leadership Forum members, April 2012. Focused on Hadoop adoption.
Strategies for Integrating with Hadoop from Eckerson Group
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Collaboration Survey results /slideshow/collaboration-survey-results/11421934 surveyresults-120204162703-phpapp01
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Sat, 04 Feb 2012 16:27:02 GMT /slideshow/collaboration-survey-results/11421934 weckerson@slideshare.net(weckerson) Collaboration Survey results weckerson <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/surveyresults-120204162703-phpapp01-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br>
Collaboration Survey results from Eckerson Group
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Characteristics of next generation bi tools - bi leadership web site /slideshow/characteristics-of-next-generation-bi-tools-bi-leadership-web-site/10399012 characteristicsofnext-generationbitools-bileadershipwebsite-111130083658-phpapp02
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Wed, 30 Nov 2011 08:36:55 GMT /slideshow/characteristics-of-next-generation-bi-tools-bi-leadership-web-site/10399012 weckerson@slideshare.net(weckerson) Characteristics of next generation bi tools - bi leadership web site weckerson <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/characteristicsofnext-generationbitools-bileadershipwebsite-111130083658-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br>
Characteristics of next generation bi tools - bi leadership web site from Eckerson Group
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Big Data Analytics Webinar /slideshow/big-data-analytics-webinar/9636624 bigdataanalyticswebinar-111010175408-phpapp02
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Mon, 10 Oct 2011 17:54:06 GMT /slideshow/big-data-analytics-webinar/9636624 weckerson@slideshare.net(weckerson) Big Data Analytics Webinar weckerson <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/bigdataanalyticswebinar-111010175408-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br>
Big Data Analytics Webinar from Eckerson Group
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BI Federation Survey Results /weckerson/bi-federation-survey-results bifederationresults-111010174800-phpapp02
Survey results from BI Federation survey conducted by the BI Leadership Forum, September, 2011.]]>

Survey results from BI Federation survey conducted by the BI Leadership Forum, September, 2011.]]>
Mon, 10 Oct 2011 17:47:58 GMT /weckerson/bi-federation-survey-results weckerson@slideshare.net(weckerson) BI Federation Survey Results weckerson Survey results from BI Federation survey conducted by the BI Leadership Forum, September, 2011. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/bifederationresults-111010174800-phpapp02-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Survey results from BI Federation survey conducted by the BI Leadership Forum, September, 2011.
BI Federation Survey Results from Eckerson Group
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BI Architectures - Next Generation /slideshow/bi-leadership-forum-survey-results-jan-2011/6662377 quarterlymeetingsurveyresults-110122083914-phpapp01
Survey focus = BI Architectures. This survey tested Wayne Eckerson's hypothesis that BI leaders need to manage four different BI architectures. ]]>

Survey focus = BI Architectures. This survey tested Wayne Eckerson's hypothesis that BI leaders need to manage four different BI architectures. ]]>
Sat, 22 Jan 2011 08:39:11 GMT /slideshow/bi-leadership-forum-survey-results-jan-2011/6662377 weckerson@slideshare.net(weckerson) BI Architectures - Next Generation weckerson Survey focus = BI Architectures. This survey tested Wayne Eckerson's hypothesis that BI leaders need to manage four different BI architectures. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/quarterlymeetingsurveyresults-110122083914-phpapp01-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Survey focus = BI Architectures. This survey tested Wayne Eckerson&#39;s hypothesis that BI leaders need to manage four different BI architectures.
BI Architectures - Next Generation from Eckerson Group
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https://cdn.slidesharecdn.com/profile-photo-weckerson-48x48.jpg?cb=1553250900 Eckerson Group is a research and consulting company that helps business and technology leaders turn data into insight and action. Our researchers and consultants each have 20+ years of experience in analytics-related disciplines, including business intelligence, data warehousing, big data, data governance, data science, and internet of things. www.eckerson.com https://cdn.slidesharecdn.com/ss_thumbnails/theevolutionofself-serviceanalytics-190313123300-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/the-evolution-of-selfservice-analytics/136080358 The Evolution of Self-... https://cdn.slidesharecdn.com/ss_thumbnails/managingself-servicesprawlswithdatacatalogs-190313121157-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/managing-data-sprawl-with-data-catalogs-for-selfservice/136079220 Managing Data Sprawl w... https://cdn.slidesharecdn.com/ss_thumbnails/tipsforbileaders-190313120030-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/tips-for-bi-analytics-leaders/136078615 Tips for BI &amp; Analytic...