How Open Data creates revenue in Companies

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Strata New York 2014 Copyright Majken Sander A look at the use of public governmental data to answer questions about customers behavior; data used by marketing, space management, and product managers. Government data used to support company forecast; items to purchase and items to phase out. All Data Driven management - made even easier with Hadoop

Data & Analytics

HOW OPEN DATA
Creates revenue at a
Scandinavian Retail Store
DATA
www.businessanalyst.dk @majsander Majken Sander ©

In an Open Data Centric view:
• Know thy customer
• A nice neighbourhood and
improving fulfillment rate
• Enhancing Stock Value:
about dinosaurs and triplets
• Environment (the tech side)
• Go hunting for new business
opportunities
Majken Sander
@majsander
majken@businessanalyst.dk
www.businessanalyst.dk
http://dk.linkedin.com/pub/majken-sander/12/68b/314
2
Agenda
Majken Sander @majsander majken@businessanalyst.dk

External and free
Enhancing company data and decisions
Majken Sander @majsander majken@businessanalyst.dk 3

4
It’s a boy!!
Majken Sander @majsander majken@businessanalyst.dk

Majken Sander @majsander majken@businessanalyst.dk 5

DK: 40% cars owned
by female
DK: 49% Male
51% Female
Singles?
…Buy 2, get 1 free? Basketsize? Product Area?
Majken Sander @majsander majken@businessanalyst.dk 6

Know thy population
customer
Per area:
No. of families
No. of children pr family
Marital status
Employed?
Income
Income; pension
No of cars in household
Real estate/rented
Voted at gov. ellections
Religion
Immigrant?
Educational level
..
Majken Sander @majsander majken@businessanalyst.dk 7

DK: 40% cars owned by female
Majken Sander @majsander majken@businessanalyst.dk 8
Singles?

A nice neighbourhood
Majken Sander @majsander majken@businessanalyst.dk 9

Fitting a store to local needs
…Space management, Sales forecast
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Majken Sander @majsander majken@businessanalyst.dk

Yay! ..License plates..
Majken Sander @majsander majken@businessanalyst.dk 13

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VIN-no
Weight
Model (sedan,
hatchback,
stationwagon..)
Fueltype
Km (miles) driven
Park assistent
Brake system
Insurrance policy no
…
Majken Sander @majsander majken@businessanalyst.dk

A population of cars
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Majken Sander @majsander majken@businessanalyst.dk

Sorry, fresh out of Mustangs
A Pony anyone?
Majken Sander @majsander majken@businessanalyst.dk 16

Dinosaurs
- to be phased out
117
-> 110
17
Majken Sander @majsander majken@businessanalyst.dk

Purchase –> to ‘stock down’
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<- Past 24 month Forecast ->
Majken Sander @majsander majken@businessanalyst.dk

…Or up!
triplets make you do that..
Majken Sander @majsander majken@businessanalyst.dk 19

Who needs an Elephant anyway?
Majken Sander @majsander majken@businessanalyst.dk 20

Juggling act
21
Majken Sander @majsander majken@businessanalyst.dk

22
Come rain or shine
Majken Sander @majsander majken@businessanalyst.dk

23
Oracle
ERP
POS
WMS
eCommerce
Self Service BI
Targit
Data
Warehouse
Microsoft SQL
SSIS
Hadoop
Spreadsheet
Excel (Power BI)
SQL
(Toad)
R
(Rstudio)
Microsoft SQL SSAS
Views
Pre-E
Transform
Staging
Environment
Majken Sander @majsander majken@businessanalyst.dk

How about your business
- Going somewhere?
Majken Sander @majsander majken@businessanalyst.dk 24

New markets?
Majken Sander @majsander majken@businessanalyst.dk 25

Business opportunities?
26
From healthcare:
Hours training pr week
Sportswear
Birth/School statistics:
Kids, age
Bags, pencilcase,
bicycles, books xx..
From healthcare:
Weight interval + gender
Cloth-retail size
Majken Sander @majsander majken@businessanalyst.dk

Data Quality
Majken Sander @majsander majken@businessanalyst.dk 27

<- *Smiles*
Canada/Toronto:
Majken Sander @majsander majken@businessanalyst.dk 28

29
Stay in touch
Majken Sander
@majsander
majken@businessanalyst.dk
www.businessanalyst.dk
http://dk.linkedin.com/pub/majken-sander/12/68b/314
Majken Sander @majsander majken@businessanalyst.dk

Open Data initiatives
http://www.capgemini-consulting.com/resource-file-access/
resource/pdf/opendata_pov_6feb.pdf
31
Majken Sander @majsander majken@businessanalyst.dk

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一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理

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毕业原版【微信:41543339】【(爱大毕业证书)爱丁堡大学毕业证】【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(Adelaide毕业证书)阿德莱德大学毕业证如何办理

slg6lamcq

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！

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

axoqas

原版定制【Q微信:741003700】《(mqu毕业证书)麦考瑞大学毕业证硕士文凭证书》【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。

Everything you wanted to know about LIHTC

Roger Valdez

Nanandann Nilekani's ppt On India's .pdf

eddie19851

Ch03-Managing the Object-Oriented Information Systems Project a.pdf

haila53

Learn SQL from basic queries to Advance queries

manishkhaire30

Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively. Key Highlights: Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation. Advanced Queries: Learn to craft complex queries to uncover deep insights from your data. Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets. Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios. Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making. Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data! #DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics

一比一原版(BCU毕业证书)伯明翰城市大学毕业证如何办理

dwreak4tg

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！

06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...

Timothy Spann

Best best suvichar in gujarati english meaning of this sentence as Silk road ...

AbhimanyuSinha9

一比一原版(UIUC毕业证)伊利诺伊大学|厄巴纳-香槟分校毕业证如何办理

ahzuo

UIUC毕业证offer【微信95270640】☀《伊利诺伊大学|厄巴纳-香槟分校毕业证购买》GoogleQ微信95270640《UIUC毕业证模板办理》加拿大文凭、本科、硕士、研究生学历都可以做,二、业务范围： ★、全套服务：毕业证、成绩单、化学专业毕业证书伪造《伊利诺伊大学|厄巴纳-香槟分校大学毕业证》Q微信95270640《UIUC学位证书购买》 (诚招代理)办理国外高校毕业证成绩单文凭学位证,真实使馆公证（留学回国人员证明）真实留信网认证国外学历学位认证雅思代考国外学校代申请名校保录开请假条改GPA改成绩ID卡 1.高仿业务:【本科硕士】毕业证,成绩单（GPA修改）,学历认证（教育部认证）,大学Offer,,ID,留信认证,使馆认证,雅思,语言证书等高仿类证书； 2.认证服务: 学历认证（教育部认证）,大使馆认证（回国人员证明）,留信认证（可查有编号证书）,大学保录取,雅思保分成绩单。 3.技术服务：钢印水印烫金激光防伪凹凸版设计印刷激凸温感光标底纹镭射速度快。办理伊利诺伊大学|厄巴纳-香槟分校伊利诺伊大学|厄巴纳-香槟分校毕业证offer流程： 1客户提供办理信息：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） -办理真实使馆公证（即留学回国人员证明） -办理各国各大学文凭（世界名校一对一专业服务,可全程监控跟踪进度） -全套服务：毕业证成绩单真实使馆公证真实教育部认证。让您回国发展信心十足！（详情请加一下文凭顾问+微信:95270640）欢迎咨询！的鬼地方父亲的家在高楼最底屋最下面很矮很黑是很不显眼的地下室父亲的家安在别人脚底下须绕过高楼旁边的垃圾堆下八个台阶才到父亲的家很狭小除了一张单人床和一张小方桌几乎没有多余的空间山娃一下子就联想起学校的男小便处山娃很想笑却怎么也笑不出来山娃很迷惑父亲的家除了一扇小铁门连窗户也没有墓穴一般阴森森有些骇人父亲的城也便成了山娃的城父亲的家也便成了山娃的家父亲让山娃呆在屋里做作业看电视最多只能在门口透透气间

Adjusting OpenMP PageRank : SHORT REPORT / NOTES

Subhajit Sahu

For massive graphs that fit in RAM, but not in GPU memory, it is possible to take advantage of a shared memory system with multiple CPUs, each with multiple cores, to accelerate pagerank computation. If the NUMA architecture of the system is properly taken into account with good vertex partitioning, the speedup can be significant. To take steps in this direction, experiments are conducted to implement pagerank in OpenMP using two different approaches, uniform and hybrid. The uniform approach runs all primitives required for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid approach runs certain primitives in sequential mode (i.e., sumAt, multiply).

My burning issue is homelessness K.C.M.O.

rwarrenll

Malana- Gimlet Market Analysis (Portfolio 2)

TravisMalana

Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdf

GetInData

Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots. In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms. Why do we need yet another (open-source ) Copilot? How can we build one? Architecture and evaluation

一比一原版(CBU毕业证)卡普顿大学毕业证如何办理

ahzuo

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一比一原版(CBU毕业证)卡普顿大学毕业证如何办理

How Open Data creates revenue in Companies

2. In an Open Data Centric view: • Know thy customer • A nice neighbourhood and improving fulfillment rate • Enhancing Stock Value: about dinosaurs and triplets • Environment (the tech side) • Go hunting for new business opportunities Majken Sander @majsander majken@businessanalyst.dk www.businessanalyst.dk http://dk.linkedin.com/pub/majken-sander/12/68b/314 2 Agenda Majken Sander @majsander majken@businessanalyst.dk

3. External and free Enhancing company data and decisions Majken Sander @majsander majken@businessanalyst.dk 3

4. 4 It’s a boy!! Majken Sander @majsander majken@businessanalyst.dk

5. Majken Sander @majsander majken@businessanalyst.dk 5

6. DK: 40% cars owned by female DK: 49% Male 51% Female Singles? …Buy 2, get 1 free? Basketsize? Product Area? Majken Sander @majsander majken@businessanalyst.dk 6

7. Know thy population customer Per area: No. of families No. of children pr family Marital status Employed? Income Income; pension No of cars in household Real estate/rented Voted at gov. ellections Religion Immigrant? Educational level .. Majken Sander @majsander majken@businessanalyst.dk 7

8. DK: 40% cars owned by female Majken Sander @majsander majken@businessanalyst.dk 8 Singles?

9. A nice neighbourhood Majken Sander @majsander majken@businessanalyst.dk 9

10. Ofcourse you want fries! Your profile says so.. Majken Sander @majsander majken@businessanalyst.dk 10

11. Ofcourse you want fries! Your profile says so.. Majken Sander @majsander majken@businessanalyst.dk 11

12. Fitting a store to local needs …Space management, Sales forecast 12 Majken Sander @majsander majken@businessanalyst.dk

13. Yay! ..License plates.. Majken Sander @majsander majken@businessanalyst.dk 13

14. 14 VIN-no Weight Model (sedan, hatchback, stationwagon..) Fueltype Km (miles) driven Park assistent Brake system Insurrance policy no … Majken Sander @majsander majken@businessanalyst.dk

15. A population of cars 15 Majken Sander @majsander majken@businessanalyst.dk

16. Sorry, fresh out of Mustangs A Pony anyone? Majken Sander @majsander majken@businessanalyst.dk 16

17. Dinosaurs - to be phased out 117 -> 110 17 Majken Sander @majsander majken@businessanalyst.dk

18. Purchase –> to ‘stock down’ 18 <- Past 24 month Forecast -> Majken Sander @majsander majken@businessanalyst.dk

19. …Or up! triplets make you do that.. Majken Sander @majsander majken@businessanalyst.dk 19

20. Who needs an Elephant anyway? Majken Sander @majsander majken@businessanalyst.dk 20

21. Juggling act 21 Majken Sander @majsander majken@businessanalyst.dk

22. 22 Come rain or shine Majken Sander @majsander majken@businessanalyst.dk

23. 23 Oracle ERP POS WMS eCommerce Self Service BI Targit Data Warehouse Microsoft SQL SSIS Hadoop Spreadsheet Excel (Power BI) SQL (Toad) R (Rstudio) Microsoft SQL SSAS Views Pre-E Transform Staging Environment Majken Sander @majsander majken@businessanalyst.dk

24. How about your business - Going somewhere? Majken Sander @majsander majken@businessanalyst.dk 24

25. New markets? Majken Sander @majsander majken@businessanalyst.dk 25

26. Business opportunities? 26 From healthcare: Hours training pr week Sportswear Birth/School statistics: Kids, age Bags, pencilcase, bicycles, books xx.. From healthcare: Weight interval + gender Cloth-retail size Majken Sander @majsander majken@businessanalyst.dk

27. Data Quality Majken Sander @majsander majken@businessanalyst.dk 27

28. <- *Smiles* Canada/Toronto: Majken Sander @majsander majken@businessanalyst.dk 28

29. 29 Stay in touch Majken Sander @majsander majken@businessanalyst.dk www.businessanalyst.dk http://dk.linkedin.com/pub/majken-sander/12/68b/314 Majken Sander @majsander majken@businessanalyst.dk

30. Notes

31. Open Data initiatives http://www.capgemini-consulting.com/resource-file-access/ resource/pdf/opendata_pov_6feb.pdf 31 Majken Sander @majsander majken@businessanalyst.dk

How Open Data creates revenue in Companies

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