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European Decision Support Days 2015 agenda
The market of BI is shifting from early adoption to actual implementation.
It has gradually evolved from being rigid to a much more
flexible, agile process, that is cloud enabled, that organizations
as well as individuals can utilize. This change has now reached Europe,
with 37% of the companies performing Business Intelligence projects.
Big Data is projected to be a $28.5 billion market in 2014, growing to
$50.1 billion in 2015. The average business expects to spend about $8
million on Big Data related activities.
The early adopters of Business Intelligence and Big Data have
gained a significant advantage. Bain & Company examined over
400 large companies and their research has shown that those
with the most advanced analytics capabilities are outperforming
their competitors by wide margins. Leaders in the field are twice as
likely to be in the top quartile of financial performance within their
industries, five times as likely to make decisions much faster than
market peers and are three times as likely to execute decisions as
intended.
Advanced users of BI are now shifting from desktop to mobile, but
the question is how to manage this shift and overcome issues to
enable mobile decision support for decision making anytime, anywhere.
Converging the cloud and BI to enable the central coordination of
applications for information delivery to any device asks for a complete
tool that meets quality standards. Up till today, a complete tool
does not exist and it is very challenging to show the value of BI to
convince management and support decisions. This lack of value
measurements results in difficulties of ROI measurements of BI
solutions and thus the demand for performance management is
growing momentum.
After the staggering success and interest for our local Business Intelligence
conferences in Stockholm, Oslo and Amsterdam, we are
now glad to present our inaugural Pan-European Decision Support
Days conference. The Decision Support Days is not just a conference.
It is a business focused benchmarking tool for strategy makers and
business owners working with Business Intelligence and Business
Analytics from across Europe and beyond. The conference will shed
light on the current BI or BA strategies, processes, tools and models
that organisations in Europe and beyond are using in order to utilize
both internal and external data to drive business and enable faster
data-driven decision making.
Welcome to the European Decision Support Days 2015
Find out more: http://www.decisionsupportdays.com/
Road2 germany xl zwolle 08062017 oth
Bijeenkomst KvK en RVO voor MKB bedrijven die zaken willen doen in Duitsland en op zoek zijn naar diverse aspecten van het zaken doen als cultuur, wetgeving, netwerken, presentatie. Deze presentatie is specifiek over Enterprise Europe Network mogelijkheden en het presenteren op Linkedin en Xing voor digitaal netwerken.
Health Tech Market Spotlight
Healthcare software and SaaS companies continue to be in high demand as regulatory, technological and social influences drive significant change. From electronic health records to point-of-care solutions and now to m-health solutions, companies in this sector continue to receive significant interest from buyers. This Market Spotlight webcast, designed for owners, executives and investors in healthcare technology, will address attributes driving interest and valuations with perspectives from analysts, bankers, investors, and CEOs who have recently sold.
Mobile Productivity
Learn how to increase productivity and performance with the # 1 Mobile Learning Tool
Recommended
European Decision Support Days 2015 agenda
The market of BI is shifting from early adoption to actual implementation.
It has gradually evolved from being rigid to a much more
flexible, agile process, that is cloud enabled, that organizations
as well as individuals can utilize. This change has now reached Europe,
with 37% of the companies performing Business Intelligence projects.
Big Data is projected to be a $28.5 billion market in 2014, growing to
$50.1 billion in 2015. The average business expects to spend about $8
million on Big Data related activities.
The early adopters of Business Intelligence and Big Data have
gained a significant advantage. Bain & Company examined over
400 large companies and their research has shown that those
with the most advanced analytics capabilities are outperforming
their competitors by wide margins. Leaders in the field are twice as
likely to be in the top quartile of financial performance within their
industries, five times as likely to make decisions much faster than
market peers and are three times as likely to execute decisions as
intended.
Advanced users of BI are now shifting from desktop to mobile, but
the question is how to manage this shift and overcome issues to
enable mobile decision support for decision making anytime, anywhere.
Converging the cloud and BI to enable the central coordination of
applications for information delivery to any device asks for a complete
tool that meets quality standards. Up till today, a complete tool
does not exist and it is very challenging to show the value of BI to
convince management and support decisions. This lack of value
measurements results in difficulties of ROI measurements of BI
solutions and thus the demand for performance management is
growing momentum.
After the staggering success and interest for our local Business Intelligence
conferences in Stockholm, Oslo and Amsterdam, we are
now glad to present our inaugural Pan-European Decision Support
Days conference. The Decision Support Days is not just a conference.
It is a business focused benchmarking tool for strategy makers and
business owners working with Business Intelligence and Business
Analytics from across Europe and beyond. The conference will shed
light on the current BI or BA strategies, processes, tools and models
that organisations in Europe and beyond are using in order to utilize
both internal and external data to drive business and enable faster
data-driven decision making.
Welcome to the European Decision Support Days 2015
Find out more: http://www.decisionsupportdays.com/
Road2 germany xl zwolle 08062017 oth
Bijeenkomst KvK en RVO voor MKB bedrijven die zaken willen doen in Duitsland en op zoek zijn naar diverse aspecten van het zaken doen als cultuur, wetgeving, netwerken, presentatie. Deze presentatie is specifiek over Enterprise Europe Network mogelijkheden en het presenteren op Linkedin en Xing voor digitaal netwerken.
Health Tech Market Spotlight
Healthcare software and SaaS companies continue to be in high demand as regulatory, technological and social influences drive significant change. From electronic health records to point-of-care solutions and now to m-health solutions, companies in this sector continue to receive significant interest from buyers. This Market Spotlight webcast, designed for owners, executives and investors in healthcare technology, will address attributes driving interest and valuations with perspectives from analysts, bankers, investors, and CEOs who have recently sold.
Mobile Productivity
Learn how to increase productivity and performance with the # 1 Mobile Learning Tool
HPE IDOL 10 (Intelligent Data Operating Layer)
Understand virtually all of your information with high-performance analytics: Over 500 analytical functions available for text, audio, video, and image
• Derive actionable insights: Process data in near real time to gain a competitive edge
• Maximize your information reach: Connect to over 400 systems with support for over 1000 file formats, so you can find all relevant information
• Let social media work for you: Detect emerging trends and influencers in this powerful media with sophisticated sentiment analysis and clustering technology
Third Industrial Revolution_Teigland
My updated presentation on networks, social media, virtual worlds and impact on value creation.
Athens Technology Center - Corporate profile
For almost 30 years, we supply and manage the appropriate technology and resources to support the entrepreneurial spirit and profitable growth of medium and large sized companies and Government entities around the globe.
In particular, we design, provide and enable novel, end to end IT solutions for all business functions, on time and on budget, both on premise and in the cloud, to help independent enterprises grow and compete.
Our continued growth is based on relentless innovation, a rather diverse portfolio, our ability to anticipate and effectively respond to ever-changing customer requirements, and a broad ecosystem of partners. Throughout the last 3 decades, we have successfully delivered appropriately customized
business IT solutions across at least 16 different industries in the US, the EU and Eastern Europe, the Middle East and North Africa. During the same period, we have also participated in major R&D projects worldwide.
We have also been extremely successful in exploring niche markets for our territory, and timely exit them when they became mature enough, to ripe benefits optimally. Leveraging on partnership with the right investors has proved a highly effective process throughout our evolution.
Big Data Forum by Institute of Actuaries in Belgium (IABE)
On behalf of the IABE, we are pleased to inform you that an exciting and relevant seminar on “Big Data” is to be held on December 3rd , 2015.
How academic institutions best support PhDs and postdocs in the transition to...
Ask your academic institute to invite the AI Guild to deliver an online workshop on #datacareer to support PhDs and postdoc s moving to startups, consultancy, and the industry.
FlexMR Credentials
This short document outlines what FlexMR offer to our clients, showcases our insights industry credentials and introduces our dedicated team.
Want to find out more, get a quote or book a personalised demo of our InsightHub research platform? Visit: https://www.flexmr.net
World Press Trends Outlook 2022-2023
The latest World Press Trends report shows that business sentiment in the industry has taken a downturn, in a context where multiple challenges face news publishers around the world. Yet there are causes for optimism, as revenue diversification progresses and publishers double down on new revenue sources and editorial products.
This year’s World Press Trends study makes for a sobering read after the optimism of our previous report. The mood in the industry has changed, and publishers find themselves in a more unpredictable business environment due to a number of challenges, including high levels of inflation, rising paper and print costs, as well as ongoing changes to advertising markets.
The change in business sentiment is one of the main findings of the new World Press Trends Outlook report. As in the previous years, the analysis is based on an online survey distributed to industry leaders. 167 news executives from 62 countries took part in the survey in Fall 2022 – a big thank you to them for sharing their insights, results and strategies.
WAN-IFRA also works with PricewaterhouseCoopers (PwC) and Zenith for key performance indicators (global revenues and circulation). For audience insights, we work with analytics specialist Chartbeat. World Press Trends is supported by Protecmedia, the content management provider.
Damian Radcliffe, longtime industry analyst, journalist and academic, authored most of the report, offering his analysis and context to the survey and emerging trends. Dr. Francois Nel, also a longtime analyst, well-known academic within our industry and longtime contributor to WPT, provided his analysis, contribution and data analysis of all our collected data. WAN-IFRA’s Andrew Heslop shared his analysis on our Press Freedom data, and WAN-IFRA’s Teemu Henriksson helped to coordinate the project along with Dean Roper.
Here is what makes up the core of the report:
Executive Summary
Methodology and Profile of Respondents
Chapter 1: Global snapshot of performance indicators
Chapter 2: Business Outlook
- Tougher times ahead
- Priming the profit pump
- Relationships with Platforms
- Digital Transformation
Chapter 3: Revenues
- Back in black
- Print’s continued importance
- Revenue diversification in practice
- A bumpier revenue road in 2023
- Ad advice Publishers, it’s all about controlling what you can control
Chapter 4: Investment and Expenditure
- Investing in Revenues
-Tech spending
- AI and publishers
- Costs and Outgoings
Report partner: How AI and automation solutions can impact newsrooms
Chapter 5: Media Freedom
Duuzra pharmaceutical brochure
From clients, Users, Investors, Stakeholders
and whoever your audience may be in the
pharmaceutical sector, Duuzra provides the
technology solution to engage all users.
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
Watch the webinar replay: www.hfsresearch.com/webinars/unveiling-the-early-leaders-providing-ai-capabilities-for-the-digital-oneoffice
Attend a live webinar:www.hfsresearch.com/webinars
The Digital OneOffice Framework is all about the design and implementation of the organizational digital experience and the creation of an intelligent, single office to execute and support it. At HfS, our research shows that smart Artificial Intelligence (AI) solutions can help break down the barriers between front and back offices to align the needs of the customer with the operations of an organization to service those needs effectively and proactively.
Artificial Intelligence is many things: It is hyped, it is not defined, it is starting to become pervasive, and it is fostering emotional, passionate and at times heated discussions. However, many of those discussions are more focused on either generic or more consumer-facing issues while the broader market is not yet recognizing the impact of AI on B2B and Enterprise segments. Given the blurred perception and the lack of clarity, HfS is aiming to take stock how AI is starting to transform service delivery. With that mind, the research is less about technology aspects rather than understanding the use cases and the way AI could transform organizations journey toward the OneOffice.
Attend and learn:
How is AI transforming service delivery?
What are the AI capabilities and use cases that service providers have built out?
Which are the leading AI technologies and approaches that we are seeing?
How do deployments get to scale?
Learn about the details of the inaugural AI-powered OneOffice Premier League Table
How will the market shape up over the next 18 months?
Speakers:
Phil Fersht, Chief Analyst and CEO, HfS Research (bio)
Tom Reuner, Senior Vice President, Intelligent Automation and IT Services, HfS Research (bio)
Edge develop com_previous_clients_html
Website Developement Portfolio more info http:\\daniel-ethiopia.rhcloud.com for full details...
Bse consulting & sharepoint introduction ver1.0 20141201
Corporate Overview – BSE Consulting
SharePoint Project Reference
SharePoint 2013 & Nintex introduces
Tracking Disruptive Tech: Pivotl IQ and KM (English)
Disruptive Technology Tracking: Introduction to the Pivotl IQ and KM platforms provided by Contentive. Official Reseller DACH: Chris Peter (pivotl@outlook.com)
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
原版定制【Q微信:741003700】《(usq毕业证书)南昆士兰大学毕业证研究生文凭证书》【Q微信:741003700】成绩单 、雅思、外壳、留信学历认证永久存档查询，采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【Q微信741003700】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信741003700】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
原版定制【微信:41543339】【(BCU毕业证书)伯明翰城市大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
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Similar to FD recommendation engine in personalized newsletters
HPE IDOL 10 (Intelligent Data Operating Layer)
Understand virtually all of your information with high-performance analytics: Over 500 analytical functions available for text, audio, video, and image
• Derive actionable insights: Process data in near real time to gain a competitive edge
• Maximize your information reach: Connect to over 400 systems with support for over 1000 file formats, so you can find all relevant information
• Let social media work for you: Detect emerging trends and influencers in this powerful media with sophisticated sentiment analysis and clustering technology
Third Industrial Revolution_Teigland
My updated presentation on networks, social media, virtual worlds and impact on value creation.
Athens Technology Center - Corporate profile
For almost 30 years, we supply and manage the appropriate technology and resources to support the entrepreneurial spirit and profitable growth of medium and large sized companies and Government entities around the globe.
In particular, we design, provide and enable novel, end to end IT solutions for all business functions, on time and on budget, both on premise and in the cloud, to help independent enterprises grow and compete.
Our continued growth is based on relentless innovation, a rather diverse portfolio, our ability to anticipate and effectively respond to ever-changing customer requirements, and a broad ecosystem of partners. Throughout the last 3 decades, we have successfully delivered appropriately customized
business IT solutions across at least 16 different industries in the US, the EU and Eastern Europe, the Middle East and North Africa. During the same period, we have also participated in major R&D projects worldwide.
We have also been extremely successful in exploring niche markets for our territory, and timely exit them when they became mature enough, to ripe benefits optimally. Leveraging on partnership with the right investors has proved a highly effective process throughout our evolution.
Big Data Forum by Institute of Actuaries in Belgium (IABE)
On behalf of the IABE, we are pleased to inform you that an exciting and relevant seminar on “Big Data” is to be held on December 3rd , 2015.
How academic institutions best support PhDs and postdocs in the transition to...
Ask your academic institute to invite the AI Guild to deliver an online workshop on #datacareer to support PhDs and postdoc s moving to startups, consultancy, and the industry.
FlexMR Credentials
This short document outlines what FlexMR offer to our clients, showcases our insights industry credentials and introduces our dedicated team.
Want to find out more, get a quote or book a personalised demo of our InsightHub research platform? Visit: https://www.flexmr.net
World Press Trends Outlook 2022-2023
The latest World Press Trends report shows that business sentiment in the industry has taken a downturn, in a context where multiple challenges face news publishers around the world. Yet there are causes for optimism, as revenue diversification progresses and publishers double down on new revenue sources and editorial products.
This year’s World Press Trends study makes for a sobering read after the optimism of our previous report. The mood in the industry has changed, and publishers find themselves in a more unpredictable business environment due to a number of challenges, including high levels of inflation, rising paper and print costs, as well as ongoing changes to advertising markets.
The change in business sentiment is one of the main findings of the new World Press Trends Outlook report. As in the previous years, the analysis is based on an online survey distributed to industry leaders. 167 news executives from 62 countries took part in the survey in Fall 2022 – a big thank you to them for sharing their insights, results and strategies.
WAN-IFRA also works with PricewaterhouseCoopers (PwC) and Zenith for key performance indicators (global revenues and circulation). For audience insights, we work with analytics specialist Chartbeat. World Press Trends is supported by Protecmedia, the content management provider.
Damian Radcliffe, longtime industry analyst, journalist and academic, authored most of the report, offering his analysis and context to the survey and emerging trends. Dr. Francois Nel, also a longtime analyst, well-known academic within our industry and longtime contributor to WPT, provided his analysis, contribution and data analysis of all our collected data. WAN-IFRA’s Andrew Heslop shared his analysis on our Press Freedom data, and WAN-IFRA’s Teemu Henriksson helped to coordinate the project along with Dean Roper.
Here is what makes up the core of the report:
Executive Summary
Methodology and Profile of Respondents
Chapter 1: Global snapshot of performance indicators
Chapter 2: Business Outlook
- Tougher times ahead
- Priming the profit pump
- Relationships with Platforms
- Digital Transformation
Chapter 3: Revenues
- Back in black
- Print’s continued importance
- Revenue diversification in practice
- A bumpier revenue road in 2023
- Ad advice Publishers, it’s all about controlling what you can control
Chapter 4: Investment and Expenditure
- Investing in Revenues
-Tech spending
- AI and publishers
- Costs and Outgoings
Report partner: How AI and automation solutions can impact newsrooms
Chapter 5: Media Freedom
Duuzra pharmaceutical brochure
From clients, Users, Investors, Stakeholders
and whoever your audience may be in the
pharmaceutical sector, Duuzra provides the
technology solution to engage all users.
HfS Webinar Slides: Unveiling the Early Leaders Providing AI capabilities for...
Watch the webinar replay: www.hfsresearch.com/webinars/unveiling-the-early-leaders-providing-ai-capabilities-for-the-digital-oneoffice
Attend a live webinar:www.hfsresearch.com/webinars
The Digital OneOffice Framework is all about the design and implementation of the organizational digital experience and the creation of an intelligent, single office to execute and support it. At HfS, our research shows that smart Artificial Intelligence (AI) solutions can help break down the barriers between front and back offices to align the needs of the customer with the operations of an organization to service those needs effectively and proactively.
Artificial Intelligence is many things: It is hyped, it is not defined, it is starting to become pervasive, and it is fostering emotional, passionate and at times heated discussions. However, many of those discussions are more focused on either generic or more consumer-facing issues while the broader market is not yet recognizing the impact of AI on B2B and Enterprise segments. Given the blurred perception and the lack of clarity, HfS is aiming to take stock how AI is starting to transform service delivery. With that mind, the research is less about technology aspects rather than understanding the use cases and the way AI could transform organizations journey toward the OneOffice.
Attend and learn:
How is AI transforming service delivery?
What are the AI capabilities and use cases that service providers have built out?
Which are the leading AI technologies and approaches that we are seeing?
How do deployments get to scale?
Learn about the details of the inaugural AI-powered OneOffice Premier League Table
How will the market shape up over the next 18 months?
Speakers:
Phil Fersht, Chief Analyst and CEO, HfS Research (bio)
Tom Reuner, Senior Vice President, Intelligent Automation and IT Services, HfS Research (bio)
Edge develop com_previous_clients_html
Website Developement Portfolio more info http:\\daniel-ethiopia.rhcloud.com for full details...
Bse consulting & sharepoint introduction ver1.0 20141201
Corporate Overview – BSE Consulting
SharePoint Project Reference
SharePoint 2013 & Nintex introduces
Tracking Disruptive Tech: Pivotl IQ and KM (English)
Disruptive Technology Tracking: Introduction to the Pivotl IQ and KM platforms provided by Contentive. Official Reseller DACH: Chris Peter (pivotl@outlook.com)
Similar to FD recommendation engine in personalized newsletters (20)
Big Data Forum by Institute of Actuaries in Belgium (IABE)
Big Data Forum by Institute of Actuaries in Belgium (IABE)
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How academic institutions best support PhDs and postdocs in the transition to...
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哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
原版定制【Q微信:741003700】《(usq毕业证书)南昆士兰大学毕业证研究生文凭证书》【Q微信:741003700】成绩单 、雅思、外壳、留信学历认证永久存档查询，采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【Q微信741003700】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信741003700】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理
原版定制【微信:41543339】【(BCU毕业证书)伯明翰城市大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
原版定制【微信:41543339】【(UofS毕业证书)萨省大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Opendatabay - Open Data Marketplace.pptx
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
一比一原版(Adelaide毕业证书)阿德莱德大学毕业证如何办理
原版定制【微信:41543339】【(Adelaide毕业证书)阿德莱德大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
RUG毕业证【微信95270640】办文凭{格罗宁根大学毕业证}Q微Q微信95270640RUG毕业证书成绩单/学历认证RUG Diploma未毕业、挂科怎么办？+QQ微信：Q微信95270640-大学Offer（申请大学）、成绩单（申请考研）、语言证书、在读证明、使馆公证、办真实留信网认证、真实大使馆认证、学历认证
办理国外格罗宁根大学毕业证书 #成绩单改成绩 #教育部学历学位认证 #毕业证认证 #留服认证 #使馆认证（留学回国人员证明） #（证）等
真实教育部认证教育部存档中国教育部留学服务中心认证（即教育部留服认证）网站100%可查.
真实使馆认证（即留学人员回国证明）使馆存档可通过大使馆查询确认.
留信网认证国家专业人才认证中心颁发入库证书留信网永久存档可查.
格罗宁根大学格罗宁根大学毕业证学历书毕业证 #成绩单等全套材料从防伪到印刷从水印到钢印烫金跟学校原版100%相同.
国际留学归国服务中心：实体公司注册经营行业标杆精益求精！
国外毕业证学位证成绩单办理流程：
1客户提供办理格罗宁根大学格罗宁根大学毕业证学历书信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作格罗宁根大学毕业证成绩单电子图；
3格罗宁根大学毕业证成绩单电子版做好以后发送给您确认；
4格罗宁根大学毕业证成绩单电子版您确认信息无误之后安排制作成品；
5格罗宁根大学成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快递邮寄格罗宁根大学格罗宁根大学毕业证学历书）。也得开灯开风扇山娃不想浪费电总将小方桌搁在门口看书写作业有一次山娃坐在门口写作业写着写着竟伏在桌上睡着了迷迷糊糊中山娃似乎听到了父亲的脚步声当他晃晃悠悠站起来时才诧然发现一位衣衫破旧的妇女挎着一只硕大的蛇皮袋手里拎着长铁钩正站在门口朝黑色的屋内张望不好坏人小偷山娃一怔却也灵机一动立马仰起头双手拢在嘴边朝楼上大喊：“爸爸爸——有人找——那人一听朝山娃尴尬地笑笑悻悻地走了山娃立马“嘭的一声将铁门锁死受
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Malana- Gimlet Market Analysis (Portfolio 2)
A market analysys on Spotify's parent Podcast company Gimlet.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Q1’2024 Update: MYCI’s Leap Year Rebound
Key things you need to know on consumer confidence, key behavioral, tech, e-wallet & esports trends in Malaysia.
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CU毕业证【微信95270640】（卡尔顿大学毕业证成绩单本科学历）Q微信95270640(补办CU学位文凭证书)卡尔顿大学留信网学历认证怎么办理卡尔顿大学毕业证成绩单精仿本科学位证书硕士文凭证书认证Seneca College diplomaoffer,Transcript办理硕士学位证书造假卡尔顿大学假文凭学位证书制作CU本科毕业证书硕士学位证书精仿卡尔顿大学学历认证成绩单修改制作，办理真实认证、留信认证、使馆公证、购买成绩单，购买假文凭，购买假学位证，制造假国外大学文凭、毕业公证、毕业证明书、录取通知书、Offer、在读证明、雅思托福成绩单、假文凭、假毕业证、请假条、国际驾照、网上存档可查！
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你做代理，可以改变自己，改变他人，给他人和自己一个机会他交友与城里人交友但他俩就好像是两个世界里的人根本拢不到一块儿不知不觉山娃倒跟周围出租屋里的几个小伙伴成了好朋友因为他们也是从乡下进城过暑假的小学生快乐的日子总是过得飞快山娃尚未完全认清那几位小朋友时他们却一个接一个地回家了山娃这时才恍然发现二个月的暑假已转到了尽头他的城市生活也将划上一个不很圆满的句号了值得庆幸的是山娃早记下了他们的学校和联系方式说也奇怪在山娃离城的头一天父亲居然请假陪山娃耍了活
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国外宾夕法尼亚大学宾夕法尼亚大学硕士学位证成绩单办理过程：
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做(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书学费发票原版一模一样
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一比一原版(BU毕业证)波士顿大学毕业证成绩单
BU毕业证【微信95270640】购买（波士顿大学毕业证成绩单硕士学历）Q微信95270640代办BU学历认证留信网伪造波士顿大学学位证书精仿波士顿大学本科/硕士文凭证书补办波士顿大学 diplomaoffer,Transcript购买波士顿大学毕业证成绩单购买BU假毕业证学位证书购买伪造波士顿大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
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Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
IIT毕业证【微信95270640】购买（伊利诺伊理工大学毕业证成绩单硕士学历）Q微信95270640代办IIT学历认证留信网伪造伊利诺伊理工大学学位证书精仿伊利诺伊理工大学本科/硕士文凭证书补办伊利诺伊理工大学 diplomaoffer,Transcript购买伊利诺伊理工大学毕业证成绩单购买IIT假毕业证学位证书购买伪造伊利诺伊理工大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
#一整套伊利诺伊理工大学文凭证件办理#—包含伊利诺伊理工大学伊利诺伊理工大学毕业证假文凭学历认证|使馆认证|归国人员证明|教育部认证|留信网认证永远存档教育部学历学位认证查询办理国外文凭国外学历学位认证#我们提供全套办理服务。
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二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站永久可查
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国外毕业证学位证成绩单办理方法：
1客户提供办理伊利诺伊理工大学伊利诺伊理工大学毕业证假文凭信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
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Quantitative Data AnalysisReliability Analysis (Cronbach Alpha) Common Method...
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Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project PresentationBoston Institute of Analytics
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/Empowering Data Analytics Ecosystem.pptx
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
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FD recommendation engine in personalized newsletters
- 2. Outline • Business cases analysis and recommendation engine roadmap • Personalized email campaigns • A/B testing results • Upcoming work
- 3. About me • Dung Chu • MSc in cloud computing @UvA • Research in image processing group ISLA @UvA: https://ivi.fnwi.uva.nl/isis/index.html • Data scientist @FD mediagroep
- 4. FD mediagroep Het Financieele Dagblad Het Financieele Dagblad is dé nieuws- en inspiratiebron die op elk moment van de dag financieel-economische betekenis geeft aan ontwikkelingen in de wereld. Company info geeft altijd real time toegang tot actuele bedrijfs- en prospectinformatie van 2,5 miljoen bedrijven in Nederland FD/BNR Networks FD/BNR Networks brengt ideeën, meningen en talentrijke ondernemers en professionals samen door de organisatie van o.a. forums, debatten, netwerksessies, en evenementenreeksen. BNR Nieuwsradio BNR Nieuwsradio is de enige radiozender in Nederland waar ambitieuze en ondernemende mensen 24 uur per dag op de hoogte worden gehouden van relevant nieuws.
- 5. Pensioen Pro De joint venture tussen FD Pensioen Pro en IPN en levert betrouwbaar nieuws, achtergrond en analyse voor de pensioenprofessional. Redactie Partners Produceert custom media producten voor zowel interne als externe communicatievraagstukken Fondsnieuws Het grootste journalistieke platform voor beleggingsprofessionals in Nederland. Energeia Biedt nieuws, data en opinie voor energieprofessionals.
- 6. FD.nl
- 7. Publishing rate 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Number of articles Nr articles Per week: ~ 500 articles Digital- first
- 9. Business cases analysis • Improve customer retention through direct digital activation with increased relevance – Online traffic – Email traffic • Improve conversion via more digital engagement – Convert un-registered to registered customers • Increase ad sales via increased traffic All users Logged-in users
- 15. Personalized email newsletters • Targeted audience was registered customers without subscriptions: – Free customers with 5 articles as free – We wanted to improve conversion rates
- 16. Personalization: collaborative filtering • Popularity sorting: no relation between articles • Relations between articles A and B: if someone is reading A, what is the prob that he/she finds B also interesting. • Relation: – Content-based relation: – Relation based on collaborative behavior of reading:
- 19. Item-to-item collaborative filtering • Always sort articles based on cosine metric • Cold-start problems: with articles that were read only few times – Evaluate dot-product metric – Use popularity version
- 25. Toolings
- 26. Future work
- 27. Take-home messages • Simple recommendation model (with existing tools) works • FD Mediagroep has started with AI. And we are doing more and more in this journey.