SlideShare a Scribd company logo
URBAN DATA
FOR URBAN
INNOVATION
Roy Lin @ Urban Data Talk 2023
How Taipei Uses Urban Data For Better City-making
Roy Lin
Harvard Univ. 2013
NCKU 2008
Taipei Urban Intelligence Center, Taiwan
Advisor / Director of Analytics & Application
CVI Civic Intelligenc, Shanghai
Founder & CEO
IVC InVisibleCities, Taiwan
Founder
AECOM, Shanghai
Project Urban Designer
2020
2018
2016
2013
InVisibleCIties
is a nonpro
fi
t urban research community dedicated to
democratizing urban knowledge
& crowdsourcing urban challenge.
Taipei Urban Intelligence Center
We integrate urban data for Taipei City Government for
smarter & better decision-makings.
500
1000
1500
2000
2500
3000
0
2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021
Taipei open datasets
Open Data
Business Data
IOC
IoT Platform
去識別化 資
De-identi
fi
cation C
DEEP ANA
De-identi
fi
cation Cleansing Standardization
深度分
Data Lake
Data Lake
DEEP ANALYSIS APPLICATIONS
APPLICATIONS
DEEP ANALYSIS
Using taxi route data to understand travelers’ pattern,
and suggest better taxi stops planning.
TAXI HOT SPOTS AND IMPROVEMENT STRATEGY
APPLICATIONS
DEEP ANALYSIS
Using telecommunication data, metro data, and tra
ffi
c data to
understand commute pattern of a particular area.
private car
public transit
URBAN AREA COMMUTE PATTERN ANALYSIS
APPLICATIONS
DEEP ANALYSIS
Using share bike transaction data to understand user behaviors and
ridership patterns to suggest future policies.
SHARED BIKE OPTIMIZATION & EXPANSION PLAN
APPLICATIONS
DEEP ANALYSIS
COVID-19 DASHBOARD
Using geo-location analysis to identify community spread
during local COVID-19 outbursts.
DEEP ANALYSIS APPLICATIONS
DEEP ANALYSIS
Working alongside telco companies to monitor realtime foot
tra
ffi
c during New Year’s Eve celebration.
APPLICATIONS
FOOT TRAFFIC MONITORING DURING NEW YEAR’S EVE
De-identi
fi
cation Cleansing Standardization Data Lake
Open Data
Business Data
IOC
IoT Platform
DEEP ANALYSIS APPLICATIONS
TAIPEI CITY DASHBOARD
臺北⼤數據中⼼ Taipei Urban Intelligence Center
Real-time comprehensive views for quick response
City Dashboard Use Case 1
臺北⼤數據中⼼ Taipei Urban Intelligence Center
Cross-disciplinary views for long term planning
City Dashboard Use Case 2
ANALYTICS
& APPLICATIONS
INTEGRATION
& INFRASTRUCTURE
GOV
EMPOWERMENT
P-P
COLLABORATION
OPEN
KNOWLEDGE
OPEN
& CO-CREATION
medium.com/ivc-invisiblecities
More about IVC:
@ivcinvisiblecities
Facebook:
tuic.gov.taipei
More about TUIC:
company/tp-tuic
Linkedin:
roylin918@gmail.com
Contact:
roylin918
Linkedin:

More Related Content

Similar to Urban Data For Urban Innovation

Transforming City with Internet of Things
Transforming City with Internet of ThingsTransforming City with Internet of Things
Transforming City with Internet of Things
Rofiqi Setiawan
 
Using big data and open source for smart city planning
Using big data and open source for smart city planningUsing big data and open source for smart city planning
Using big data and open source for smart city planning
Guy Hadash
 
DTwin open-data-service-en
DTwin open-data-service-enDTwin open-data-service-en
DTwin open-data-service-en
NikolayLobov1
 
최근의 공간정보 분야 동향과 시사점
최근의 공간정보 분야 동향과 시사점최근의 공간정보 분야 동향과 시사점
최근의 공간정보 분야 동향과 시사점
SANGHEE SHIN
 
Boot the Open Smart City
Boot the Open Smart CityBoot the Open Smart City
Boot the Open Smart City
Takuro Yonezawa
 
Building a City Dashboard
Building a City DashboardBuilding a City Dashboard
Building a City Dashboard
Russel Chowdhury
 
10549227d cybercity digitalcity
10549227d cybercity digitalcity10549227d cybercity digitalcity
10549227d cybercity digitalcity
lsgi4321
 
Smart Mobility Hackathon Prague 2018
Smart Mobility Hackathon Prague 2018Smart Mobility Hackathon Prague 2018
Smart Mobility Hackathon Prague 2018
Richard Süselbeck
 
Data Scientist CV
Data Scientist CVData Scientist CV
Data Scientist CV
Anoop V
 
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
urbansystemssymposium
 
Significance of statistics analytics in urban making plans
Significance of statistics analytics in urban making plansSignificance of statistics analytics in urban making plans
Significance of statistics analytics in urban making plans
lucyaddison1
 
Implementing Intelligent Transport Systems in the Creation of Smart Cities
Implementing Intelligent Transport Systems in the Creation of Smart CitiesImplementing Intelligent Transport Systems in the Creation of Smart Cities
Implementing Intelligent Transport Systems in the Creation of Smart Cities
ijtsrd
 
The Internet of Things Conference at E4
The Internet of Things Conference at E4The Internet of Things Conference at E4
The Internet of Things Conference at E4
rAVe [PUBS]
 
Redefining the Future, City by City
Redefining the Future, City by CityRedefining the Future, City by City
Redefining the Future, City by City
Intel® Software
 
20171213 Future Internet: The forgotten Enabler for SmartCities
20171213 Future Internet: The forgotten Enabler for SmartCities20171213 Future Internet: The forgotten Enabler for SmartCities
20171213 Future Internet: The forgotten Enabler for SmartCities
stefano de panfilis
 
Smart Cities
Smart CitiesSmart Cities
Smart Cities
Dr Rupert Booth
 
TrafikSense: Intelligent adaptive traffic signal
TrafikSense: Intelligent adaptive traffic signalTrafikSense: Intelligent adaptive traffic signal
TrafikSense: Intelligent adaptive traffic signal
Navneet kumar
 
Smart city València
Smart city ValènciaSmart city València
Smart city València
BYTE Project
 
Istanbul’s Big Smart Roadmap
Istanbul’s Big Smart RoadmapIstanbul’s Big Smart Roadmap
Istanbul’s Big Smart Roadmap
sitecmy
 
FiWARE: transforming smart cities into engines of growth
FiWARE: transforming smart cities into engines of growthFiWARE: transforming smart cities into engines of growth
FiWARE: transforming smart cities into engines of growth
Juanjo Hierro
 

Similar to Urban Data For Urban Innovation (20)

Transforming City with Internet of Things
Transforming City with Internet of ThingsTransforming City with Internet of Things
Transforming City with Internet of Things
 
Using big data and open source for smart city planning
Using big data and open source for smart city planningUsing big data and open source for smart city planning
Using big data and open source for smart city planning
 
DTwin open-data-service-en
DTwin open-data-service-enDTwin open-data-service-en
DTwin open-data-service-en
 
최근의 공간정보 분야 동향과 시사점
최근의 공간정보 분야 동향과 시사점최근의 공간정보 분야 동향과 시사점
최근의 공간정보 분야 동향과 시사점
 
Boot the Open Smart City
Boot the Open Smart CityBoot the Open Smart City
Boot the Open Smart City
 
Building a City Dashboard
Building a City DashboardBuilding a City Dashboard
Building a City Dashboard
 
10549227d cybercity digitalcity
10549227d cybercity digitalcity10549227d cybercity digitalcity
10549227d cybercity digitalcity
 
Smart Mobility Hackathon Prague 2018
Smart Mobility Hackathon Prague 2018Smart Mobility Hackathon Prague 2018
Smart Mobility Hackathon Prague 2018
 
Data Scientist CV
Data Scientist CVData Scientist CV
Data Scientist CV
 
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
Urban Systems Collaborative Seminar | John Reinhardt, City Forward and other ...
 
Significance of statistics analytics in urban making plans
Significance of statistics analytics in urban making plansSignificance of statistics analytics in urban making plans
Significance of statistics analytics in urban making plans
 
Implementing Intelligent Transport Systems in the Creation of Smart Cities
Implementing Intelligent Transport Systems in the Creation of Smart CitiesImplementing Intelligent Transport Systems in the Creation of Smart Cities
Implementing Intelligent Transport Systems in the Creation of Smart Cities
 
The Internet of Things Conference at E4
The Internet of Things Conference at E4The Internet of Things Conference at E4
The Internet of Things Conference at E4
 
Redefining the Future, City by City
Redefining the Future, City by CityRedefining the Future, City by City
Redefining the Future, City by City
 
20171213 Future Internet: The forgotten Enabler for SmartCities
20171213 Future Internet: The forgotten Enabler for SmartCities20171213 Future Internet: The forgotten Enabler for SmartCities
20171213 Future Internet: The forgotten Enabler for SmartCities
 
Smart Cities
Smart CitiesSmart Cities
Smart Cities
 
TrafikSense: Intelligent adaptive traffic signal
TrafikSense: Intelligent adaptive traffic signalTrafikSense: Intelligent adaptive traffic signal
TrafikSense: Intelligent adaptive traffic signal
 
Smart city València
Smart city ValènciaSmart city València
Smart city València
 
Istanbul’s Big Smart Roadmap
Istanbul’s Big Smart RoadmapIstanbul’s Big Smart Roadmap
Istanbul’s Big Smart Roadmap
 
FiWARE: transforming smart cities into engines of growth
FiWARE: transforming smart cities into engines of growthFiWARE: transforming smart cities into engines of growth
FiWARE: transforming smart cities into engines of growth
 

More from Alex Gluhak

DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdf
Alex Gluhak
 
Inisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usageInisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usage
Alex Gluhak
 
Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...
Alex Gluhak
 
Telraam
TelraamTelraam
Telraam
Alex Gluhak
 
Measuring the Social Impact of Air Quality
Measuring the Social Impact of Air QualityMeasuring the Social Impact of Air Quality
Measuring the Social Impact of Air Quality
Alex Gluhak
 
Leveraging the Platform effect for cities
Leveraging the Platform effect for citiesLeveraging the Platform effect for cities
Leveraging the Platform effect for cities
Alex Gluhak
 
Building Porto's Open Data Platform
Building Porto's Open Data PlatformBuilding Porto's Open Data Platform
Building Porto's Open Data Platform
Alex Gluhak
 
High Street Data Service
High Street Data ServiceHigh Street Data Service
High Street Data Service
Alex Gluhak
 
Urban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle UniversityUrban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle University
Alex Gluhak
 
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
Alex Gluhak
 
Local government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in NorfolkLocal government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in Norfolk
Alex Gluhak
 
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Alex Gluhak
 
Footfall and Eonomic recovery
Footfall and Eonomic recoveryFootfall and Eonomic recovery
Footfall and Eonomic recovery
Alex Gluhak
 
InDependAbility
InDependAbilityInDependAbility
InDependAbility
Alex Gluhak
 
Can data play a role in making the streets safer for women?
Can data play a role in making the streets safer for women?Can data play a role in making the streets safer for women?
Can data play a role in making the streets safer for women?
Alex Gluhak
 
Modelling the City: But how good is your model? Really?
Modelling the City: But how good is your model? Really?Modelling the City: But how good is your model? Really?
Modelling the City: But how good is your model? Really?
Alex Gluhak
 
A guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleupsA guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleups
Alex Gluhak
 
IoT in Healthcare
IoT in HealthcareIoT in Healthcare
IoT in Healthcare
Alex Gluhak
 
Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?
Alex Gluhak
 
CityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in BirminghamCityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in Birmingham
Alex Gluhak
 

More from Alex Gluhak (20)

DS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdfDS4SSCC @ Data Talks.pdf
DS4SSCC @ Data Talks.pdf
 
Inisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usageInisghts from data to plan and optimise shared bike usage
Inisghts from data to plan and optimise shared bike usage
 
Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...Cities In Charge: How urban data can improve the operation of Public EV charg...
Cities In Charge: How urban data can improve the operation of Public EV charg...
 
Telraam
TelraamTelraam
Telraam
 
Measuring the Social Impact of Air Quality
Measuring the Social Impact of Air QualityMeasuring the Social Impact of Air Quality
Measuring the Social Impact of Air Quality
 
Leveraging the Platform effect for cities
Leveraging the Platform effect for citiesLeveraging the Platform effect for cities
Leveraging the Platform effect for cities
 
Building Porto's Open Data Platform
Building Porto's Open Data PlatformBuilding Porto's Open Data Platform
Building Porto's Open Data Platform
 
High Street Data Service
High Street Data ServiceHigh Street Data Service
High Street Data Service
 
Urban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle UniversityUrban observatory talk by Phil James, Newcastle University
Urban observatory talk by Phil James, Newcastle University
 
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
Smart Citizen - Sense Making - Óscar González, Fablab Barcelona
 
Local government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in NorfolkLocal government levelled up - IoT innovation in Norfolk
Local government levelled up - IoT innovation in Norfolk
 
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...Nature smart Cities - New technologies for assessing Biodiversity in Cities  ...
Nature smart Cities - New technologies for assessing Biodiversity in Cities ...
 
Footfall and Eonomic recovery
Footfall and Eonomic recoveryFootfall and Eonomic recovery
Footfall and Eonomic recovery
 
InDependAbility
InDependAbilityInDependAbility
InDependAbility
 
Can data play a role in making the streets safer for women?
Can data play a role in making the streets safer for women?Can data play a role in making the streets safer for women?
Can data play a role in making the streets safer for women?
 
Modelling the City: But how good is your model? Really?
Modelling the City: But how good is your model? Really?Modelling the City: But how good is your model? Really?
Modelling the City: But how good is your model? Really?
 
A guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleupsA guide for lauching hardware based IoT products for startups and scaleups
A guide for lauching hardware based IoT products for startups and scaleups
 
IoT in Healthcare
IoT in HealthcareIoT in Healthcare
IoT in Healthcare
 
Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?Consumer IoT – The next big 1bn $ Wave?
Consumer IoT – The next big 1bn $ Wave?
 
CityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in BirminghamCityGate - IoT platform and smart lorawan applications in Birmingham
CityGate - IoT platform and smart lorawan applications in Birmingham
 

Recently uploaded

一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
v3tuleee
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
Walaa Eldin Moustafa
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
g4dpvqap0
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
74nqk8xf
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
nyfuhyz
 
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
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
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
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
jerlynmaetalle
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
mzpolocfi
 
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
g4dpvqap0
 
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
bopyb
 
Challenges of Nation Building-1.pptx with more important
Challenges of Nation Building-1.pptx with more importantChallenges of Nation Building-1.pptx with more important
Challenges of Nation Building-1.pptx with more important
Sm321
 
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
sameer shah
 
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfUnleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
Enterprise Wired
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
vikram sood
 
Nanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdfNanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdf
eddie19851
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
slg6lamcq
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
javier ramirez
 
State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023
kuntobimo2016
 

Recently uploaded (20)

一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理一比一原版(UofS毕业证书)萨省大学毕业证如何办理
一比一原版(UofS毕业证书)萨省大学毕业证如何办理
 
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data Lake
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
 
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
 
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
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
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
 
The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...The affect of service quality and online reviews on customer loyalty in the E...
The affect of service quality and online reviews on customer loyalty in the E...
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
一比一原版(Dalhousie毕业证书)达尔豪斯大学毕业证如何办理
 
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
一比一原版(Glasgow毕业证书)格拉斯哥大学毕业证如何办理
 
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
 
Challenges of Nation Building-1.pptx with more important
Challenges of Nation Building-1.pptx with more importantChallenges of Nation Building-1.pptx with more important
Challenges of Nation Building-1.pptx with more important
 
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
 
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfUnleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdf
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
 
Nanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdfNanandann Nilekani's ppt On India's .pdf
Nanandann Nilekani's ppt On India's .pdf
 
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
一比一原版(UniSA毕业证书)南澳大学毕业证如何办理
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
 
State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023
 

Urban Data For Urban Innovation