SlideShare a Scribd company logo
1 of 27
Download to read offline
Mar 19, 2012
http://blogs.worldbank.org/insidetheweb/maps-for-open-development
"the World Bank
only supports
citizen mapping
efforts that
give users free
access to the
map data they
create.”
Participatory mapping and
LGU decision support tools for
Disaster Risk Reduction
WP: Risk Resilience
Duration - 7 months, May to 15 December 2013
Focuses on the needs of the
DILG to support LGUs
to prepare/formulate risk-sensitive
land-use plans,
structural audits of public infrastructure
and disaster contingency plans.
The LGUs need
access to hazard and risk data
through user friendly tools
for analyzing this
information for specific decisions.
Objectives
Support growth of the
OpenStreetMap (OSM)
community
Support customization of
InaSAFE
What is OpenStreetMap?
A project to
map the whole world!
http://osm.org
~135,600 km of roads
> 1,000 km added every month
63% of all PH roads (CIA, 2013)
3.4 times around the equator
141 days of driving at 40/kph
(EDSA's legal speed limit)
376 days of driving at 15/kph
(EDSA's actual average speed)
Data as of March 2013
Think: Wikipedia for maps
Who contributes?
A million users and counting.
http://www.mapbox.com/osm-data-report/#million
http://vimeo.com/49003594
http://osmlab.github.io/show-me-the-way/
API
OpenStreetMap
Planet downloads
Nominatim
XAPI
Editors
Contributors
Extracts &
conversions
Tile servers
API
http://wiki.openstreetmap.org/wiki/Develop
Image: http://www.harrywood.co.uk/blog/2012/09/06/workshop-on-using-openstreetmap-data/
Impact Scenario Assessment
Hazard
levels
Authoritative information on
earthquake ground shaking,
inundation, landslide, etc. from
government, academic and
research institutions
Exposure
information
Population densities, building
surveys, road network from local
data or community led data
sources like OpenStreetMap.
Impact
estimate
http://inasafe.org/
Activities and Components
Developing
tools and learning materials
Building local capacity
Training to 5 LGUs
Candaba, Guagua, Lubao in Pampanga
Calamba, Bay, Santa Cruz in Laguna
LGU, local NGOs, colleges and universities
Data collection and collaborative editing
Impact analysis and contingency planning
Collecting data and
monitoring quality
OSM community and ESSC
Monitoring edits
Online forum support
Sharing, distribution and
maintenance of data
Open Data Portal
for baseline information,
hazards and,
socio-economic data
Nurturing partnerships and
collaborations
● Site-level
– LGUs
– Local colleges and
universities
– NGOs
● Local
– Project NOAH
– OSM-Philippines
– Line Agencies (DSWD,
DepEd, DOH, MGB)
● International
– Humanitarian OSM
Team
– InaSAFe Development
Team
– Georepublic
Sharing project outcomes
to the public
Mailinglists
Website
Social Media
Posters
Printed Maps
Community events
Key elements
Open source and open data
Capacity building
Building upon previous work
Partnerships
Fit for purpose and needs
Replicable methods and tools

More Related Content

Similar to Maps for Open Development and Disaster Risk Reduction

HOT OSM Community mapping in Lower Shire, Malawi
HOT OSM Community mapping in Lower Shire, MalawiHOT OSM Community mapping in Lower Shire, Malawi
HOT OSM Community mapping in Lower Shire, MalawiSeverin Menard
 
Geo sumr oct update
Geo sumr oct updateGeo sumr oct update
Geo sumr oct updateict4dev
 
Pierre beland-osm-condatos-natural-disaster-response
Pierre beland-osm-condatos-natural-disaster-responsePierre beland-osm-condatos-natural-disaster-response
Pierre beland-osm-condatos-natural-disaster-responsePierre Béland
 
Public engagement and participation in health geography: crowdmaps (crowdsour...
Public engagement and participation in health geography: crowdmaps (crowdsour...Public engagement and participation in health geography: crowdmaps (crowdsour...
Public engagement and participation in health geography: crowdmaps (crowdsour...Maged N. Kamel Boulos
 
OpenStreetMap Support for Humanitarian Community
OpenStreetMap Support for Humanitarian CommunityOpenStreetMap Support for Humanitarian Community
OpenStreetMap Support for Humanitarian CommunityPierre Béland
 
Crowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so farCrowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so farDongpo Deng
 
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...Severin Menard
 
Openstreetmap and its value during emergencies
Openstreetmap and its value during emergenciesOpenstreetmap and its value during emergencies
Openstreetmap and its value during emergenciesErvin Malicdem
 
OpenStreetMap and Transport
OpenStreetMap and TransportOpenStreetMap and Transport
OpenStreetMap and Transportmikel_maron
 
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...chippy
 
Sustainable Urban Transport Planning using Big Data from Mobile Phones
Sustainable Urban Transport Planning using Big Data from Mobile PhonesSustainable Urban Transport Planning using Big Data from Mobile Phones
Sustainable Urban Transport Planning using Big Data from Mobile PhonesDaniel Emaasit
 
Map kathmandu osm nepal presentation - public
Map kathmandu osm nepal presentation - publicMap kathmandu osm nepal presentation - public
Map kathmandu osm nepal presentation - publicRajeev Amatya
 
Spring 2013
Spring 2013Spring 2013
Spring 2013Esri
 
Open streetmap response-to-ebola-crisis-geong-2014-09-23
Open streetmap response-to-ebola-crisis-geong-2014-09-23Open streetmap response-to-ebola-crisis-geong-2014-09-23
Open streetmap response-to-ebola-crisis-geong-2014-09-23Pierre Béland
 
Climate Change & Africa
Climate Change & AfricaClimate Change & Africa
Climate Change & AfricaEsri
 
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...CycleStreets
 
Climate Green Maps 2014
Climate Green Maps 2014Climate Green Maps 2014
Climate Green Maps 2014Wendy Brawer
 
Online Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and BeyondOnline Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and BeyondBlue Raster
 
UGIC 2009 Conference
UGIC 2009 ConferenceUGIC 2009 Conference
UGIC 2009 ConferenceWansoo Im
 

Similar to Maps for Open Development and Disaster Risk Reduction (20)

HOT OSM Community mapping in Lower Shire, Malawi
HOT OSM Community mapping in Lower Shire, MalawiHOT OSM Community mapping in Lower Shire, Malawi
HOT OSM Community mapping in Lower Shire, Malawi
 
Geo sumr oct update
Geo sumr oct updateGeo sumr oct update
Geo sumr oct update
 
Pierre beland-osm-condatos-natural-disaster-response
Pierre beland-osm-condatos-natural-disaster-responsePierre beland-osm-condatos-natural-disaster-response
Pierre beland-osm-condatos-natural-disaster-response
 
Public engagement and participation in health geography: crowdmaps (crowdsour...
Public engagement and participation in health geography: crowdmaps (crowdsour...Public engagement and participation in health geography: crowdmaps (crowdsour...
Public engagement and participation in health geography: crowdmaps (crowdsour...
 
OpenStreetMap Support for Humanitarian Community
OpenStreetMap Support for Humanitarian CommunityOpenStreetMap Support for Humanitarian Community
OpenStreetMap Support for Humanitarian Community
 
Crowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so farCrowdsourced mapping for open collaboration: A story of Taiwan so far
Crowdsourced mapping for open collaboration: A story of Taiwan so far
 
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...
Participatory mapping with OSM in Ulan Bator, Mongolia: general presentation ...
 
Openstreetmap and its value during emergencies
Openstreetmap and its value during emergenciesOpenstreetmap and its value during emergencies
Openstreetmap and its value during emergencies
 
OpenStreetMap and Transport
OpenStreetMap and TransportOpenStreetMap and Transport
OpenStreetMap and Transport
 
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...
 
Sustainable Urban Transport Planning using Big Data from Mobile Phones
Sustainable Urban Transport Planning using Big Data from Mobile PhonesSustainable Urban Transport Planning using Big Data from Mobile Phones
Sustainable Urban Transport Planning using Big Data from Mobile Phones
 
Map kathmandu osm nepal presentation - public
Map kathmandu osm nepal presentation - publicMap kathmandu osm nepal presentation - public
Map kathmandu osm nepal presentation - public
 
Spring 2013
Spring 2013Spring 2013
Spring 2013
 
Open streetmap response-to-ebola-crisis-geong-2014-09-23
Open streetmap response-to-ebola-crisis-geong-2014-09-23Open streetmap response-to-ebola-crisis-geong-2014-09-23
Open streetmap response-to-ebola-crisis-geong-2014-09-23
 
Climate Change & Africa
Climate Change & AfricaClimate Change & Africa
Climate Change & Africa
 
Whats neo?
Whats neo?Whats neo?
Whats neo?
 
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...
OpenStreetMap and CycleStreets: collaborative map-making and cartography in t...
 
Climate Green Maps 2014
Climate Green Maps 2014Climate Green Maps 2014
Climate Green Maps 2014
 
Online Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and BeyondOnline Mapping Patterns in 2013 and Beyond
Online Mapping Patterns in 2013 and Beyond
 
UGIC 2009 Conference
UGIC 2009 ConferenceUGIC 2009 Conference
UGIC 2009 Conference
 

More from esambale

Open data initiatives
Open data initiativesOpen data initiatives
Open data initiativesesambale
 
Contributing to OpenStreetMap (OSMPH)
Contributing to OpenStreetMap (OSMPH)Contributing to OpenStreetMap (OSMPH)
Contributing to OpenStreetMap (OSMPH)esambale
 
About osmph
About osmphAbout osmph
About osmphesambale
 
Map design
Map designMap design
Map designesambale
 
Geoladies 20140609
Geoladies 20140609Geoladies 20140609
Geoladies 20140609esambale
 
DepEd's Schools Mapping Initiative
DepEd's Schools Mapping InitiativeDepEd's Schools Mapping Initiative
DepEd's Schools Mapping Initiativeesambale
 
State of OpenStreetMap Indonesia
State of OpenStreetMap IndonesiaState of OpenStreetMap Indonesia
State of OpenStreetMap Indonesiaesambale
 
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia esambale
 
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...Participatory mapping and LGU decision support tools for Disaster Risk Reduct...
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...esambale
 
InaSAFE Development in the Philippines
InaSAFE Development in the Philippines InaSAFE Development in the Philippines
InaSAFE Development in the Philippines esambale
 
Maperitive
MaperitiveMaperitive
Maperitiveesambale
 
OpenStreetMap QA tools
OpenStreetMap QA toolsOpenStreetMap QA tools
OpenStreetMap QA toolsesambale
 
My GPS Stories
My GPS StoriesMy GPS Stories
My GPS Storiesesambale
 
OSM-Philippines and the Yolanda Crisis Mapping Response
OSM-Philippines and the Yolanda Crisis Mapping ResponseOSM-Philippines and the Yolanda Crisis Mapping Response
OSM-Philippines and the Yolanda Crisis Mapping Responseesambale
 
Free GEO Culture and OpenStreetMap
Free GEO Culture and OpenStreetMapFree GEO Culture and OpenStreetMap
Free GEO Culture and OpenStreetMapesambale
 
Philippine Geospatial Forum Presentation 20130311
Philippine Geospatial Forum Presentation 20130311Philippine Geospatial Forum Presentation 20130311
Philippine Geospatial Forum Presentation 20130311esambale
 
OSM SFD2012
OSM SFD2012OSM SFD2012
OSM SFD2012esambale
 
FOSS4G 2011 Osaka
FOSS4G 2011 OsakaFOSS4G 2011 Osaka
FOSS4G 2011 Osakaesambale
 
foss4g 2011 tokyo
foss4g 2011 tokyofoss4g 2011 tokyo
foss4g 2011 tokyoesambale
 
Ph lightning sotm2011
Ph lightning sotm2011Ph lightning sotm2011
Ph lightning sotm2011esambale
 

More from esambale (20)

Open data initiatives
Open data initiativesOpen data initiatives
Open data initiatives
 
Contributing to OpenStreetMap (OSMPH)
Contributing to OpenStreetMap (OSMPH)Contributing to OpenStreetMap (OSMPH)
Contributing to OpenStreetMap (OSMPH)
 
About osmph
About osmphAbout osmph
About osmph
 
Map design
Map designMap design
Map design
 
Geoladies 20140609
Geoladies 20140609Geoladies 20140609
Geoladies 20140609
 
DepEd's Schools Mapping Initiative
DepEd's Schools Mapping InitiativeDepEd's Schools Mapping Initiative
DepEd's Schools Mapping Initiative
 
State of OpenStreetMap Indonesia
State of OpenStreetMap IndonesiaState of OpenStreetMap Indonesia
State of OpenStreetMap Indonesia
 
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
 
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...Participatory mapping and LGU decision support tools for Disaster Risk Reduct...
Participatory mapping and LGU decision support tools for Disaster Risk Reduct...
 
InaSAFE Development in the Philippines
InaSAFE Development in the Philippines InaSAFE Development in the Philippines
InaSAFE Development in the Philippines
 
Maperitive
MaperitiveMaperitive
Maperitive
 
OpenStreetMap QA tools
OpenStreetMap QA toolsOpenStreetMap QA tools
OpenStreetMap QA tools
 
My GPS Stories
My GPS StoriesMy GPS Stories
My GPS Stories
 
OSM-Philippines and the Yolanda Crisis Mapping Response
OSM-Philippines and the Yolanda Crisis Mapping ResponseOSM-Philippines and the Yolanda Crisis Mapping Response
OSM-Philippines and the Yolanda Crisis Mapping Response
 
Free GEO Culture and OpenStreetMap
Free GEO Culture and OpenStreetMapFree GEO Culture and OpenStreetMap
Free GEO Culture and OpenStreetMap
 
Philippine Geospatial Forum Presentation 20130311
Philippine Geospatial Forum Presentation 20130311Philippine Geospatial Forum Presentation 20130311
Philippine Geospatial Forum Presentation 20130311
 
OSM SFD2012
OSM SFD2012OSM SFD2012
OSM SFD2012
 
FOSS4G 2011 Osaka
FOSS4G 2011 OsakaFOSS4G 2011 Osaka
FOSS4G 2011 Osaka
 
foss4g 2011 tokyo
foss4g 2011 tokyofoss4g 2011 tokyo
foss4g 2011 tokyo
 
Ph lightning sotm2011
Ph lightning sotm2011Ph lightning sotm2011
Ph lightning sotm2011
 

Recently uploaded

My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 

Recently uploaded (20)

My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 

Maps for Open Development and Disaster Risk Reduction