SlideShare a Scribd company logo
1 of 30
Download to read offline
Data Processing with QGIS 3
2/30www.camptocamp.com /
About me
■ Name: Yves Jacolin
■ Company: Camptocamp (training and support)
■ Twitter: @yjacolin
■ Community:
○ GeoRezo.net moderator and administrator
○ OSGeo-Fr : funding member, president, contributor
○ OSGeo charter member
○ QGIS Documentation Leader
3/30www.camptocamp.com /
Introduction
■ Data processing could help you for:
○ managing and processing your data
○ industrializing your process
■ Processing in QGIS is a light ETL
4/30www.camptocamp.com /
Summary
■ Description of QGIS Processing Feature (in QGIS
2.x)
○ What it is
○ Data source
■ Geoalgorithms
■ Graphical modeler
■ Scripts
■ Tips & Tricks
■ What’s new: QGIS 3.0 and beyond
5/30www.camptocamp.com /
Short description
6/30www.camptocamp.com /
What is Processing in QGIS?
■ Python plugin for data processing
○ Created by Victor Olaya
○ A lot of new feature and improvment since its creation
■ Several providers
○ GDAL-OGR
○ SAGA
○ Orfeo Tools Box
○ GRASS
○ R-Script
○ TauDEM
○ LAStools
7/30www.camptocamp.com /
What is Processing in QGIS?
■ Panels and windows:
○ Options
○ Toolbox
○ Graphical modeler
○ Results viewer
○ Commander
8/30www.camptocamp.com /
Overall Processing features and
configuration
9/30www.camptocamp.com /
Configuration
■ Path to providers
■ Activate features
■ Default styling configuration
for layers
■ Default extension
10/30www.camptocamp.com /
Data source
■ Read and write all data source from QGIS
■ Internal temporary data source: shapefile
○ Break field name to 10 characters
○ ...
11/30www.camptocamp.com /
Geoalgorithms
12/30www.camptocamp.com /
Finding geoalgorithms
■ By providers:
○ GRASS
○ SAGA
○ GDAL/OGR
■ More from plugin
○ QuickOSM
■ Scripts repository
13/30www.camptocamp.com /
Run an algorithm
■ Refactoring fields algorithm
14/30www.camptocamp.com /
Graphical modeler
■ Build your own custom models from existing algorithms
15/30www.camptocamp.com /
Graphical Modeler
■ Link algorithms each others for a full process
16/30www.camptocamp.com /
Graphical modeler
■ Several data inputs
○ Raster and vector layers
○ Attribut table
○ Boolean, Strings, Number
○ File, extent
■ All modules are available in the
graphical modeler
17/30www.camptocamp.com /
Graphical modeler
■ Run your algorithm!
18/30www.camptocamp.com /
Graphical modeler
■ Contextual menu for field:
○ Vector/raster layers: Open an external file
○ Number/string: use of an expression
○ Resulting field: export to a temporary file, a file or use
expression
■ Iterating on features
19/30www.camptocamp.com /
Scripts
■ Do you feels limited by the graphical modeler?
20/30www.camptocamp.com /
Custom scripts
■ All same features than before
■ QGIS Python API
■ Just a simple script
21/30www.camptocamp.com /
Custom scripts
■ Iterating
■ Specific action on field
○ Expression
○ Export to a tmp file
○ Batch
○ Log management
○ Help
22/30www.camptocamp.com /
I want more!
■ Tips and tricks
■ The futur!
23/30www.camptocamp.com /
Tips & Tricks
■ Use your scripts and custom algorithms in another
algorithm
■ Export scripts
■ Create a menu in QGIS maint interface from models
■ Batch processing
24/30www.camptocamp.com /
Tips & Tricks
■ Download new scripts from public or private git
repository
25/30www.camptocamp.com /
The futur!
■ Some limitations:
○ Temporary files (shp) when two processes are linked each other
○ Python scripts
○ Performance issue with lot of data
■ On-going works :
○ Big refactoring by Nyall Dawson
- Multi-threading (done)
- No temporary file between each processes
- Python to C++ (on going)
- Models break (on going)
- Removing duplicate algorithms
26/30www.camptocamp.com /
UI Refreshing
27/30www.camptocamp.com /
Move Processing options to QGIS settings
28/30www.camptocamp.com /
Huge thanks to all contributors!
29/30www.camptocamp.com /
Thanks!
■ Twitter: @yjacolin
■ Email: yves.jacolin@camptocamp.com
Data processing qgis3_foss4g-eu_2017

More Related Content

Similar to Data processing qgis3_foss4g-eu_2017

GeoMapFish, the Open Source WebGIS
GeoMapFish, the Open Source WebGISGeoMapFish, the Open Source WebGIS
GeoMapFish, the Open Source WebGISCamptocamp
 
2015-09-16 georchestra @ foss4g2015 Seoul
2015-09-16 georchestra @ foss4g2015 Seoul2015-09-16 georchestra @ foss4g2015 Seoul
2015-09-16 georchestra @ foss4g2015 Seoulfvanderbiest
 
geOrchestra, a free, modular and secure SDI
geOrchestra, a free, modular and secure SDIgeOrchestra, a free, modular and secure SDI
geOrchestra, a free, modular and secure SDICamptocamp
 
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...Red Hat Developers
 
georchestra SDI: Project Status Report
georchestra SDI: Project Status Reportgeorchestra SDI: Project Status Report
georchestra SDI: Project Status ReportCamptocamp
 
TRHUG 2015 - Veloxity Big Data Migration Use Case
TRHUG 2015 - Veloxity Big Data Migration Use CaseTRHUG 2015 - Veloxity Big Data Migration Use Case
TRHUG 2015 - Veloxity Big Data Migration Use CaseHakan Ilter
 
Data engineering zoomcamp introduction
Data engineering zoomcamp  introductionData engineering zoomcamp  introduction
Data engineering zoomcamp introductionAlexey Grigorev
 
The Parquet Format and Performance Optimization Opportunities
The Parquet Format and Performance Optimization OpportunitiesThe Parquet Format and Performance Optimization Opportunities
The Parquet Format and Performance Optimization OpportunitiesDatabricks
 
Socket Programming with Python
Socket Programming with PythonSocket Programming with Python
Socket Programming with PythonGLC Networks
 
Contributing to the Odoo Community Association (OCA)
Contributing to the Odoo Community Association (OCA)Contributing to the Odoo Community Association (OCA)
Contributing to the Odoo Community Association (OCA)Camptocamp
 
Contributing to the Odoo Community Association
Contributing to the Odoo Community AssociationContributing to the Odoo Community Association
Contributing to the Odoo Community Associationafayolle
 
Introduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseIntroduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseGruter
 
Introduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseIntroduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseJihoon Son
 
AGIT 2017: GeoMapFish_2.2, the open source WebGIS
AGIT 2017: GeoMapFish_2.2, the open source WebGISAGIT 2017: GeoMapFish_2.2, the open source WebGIS
AGIT 2017: GeoMapFish_2.2, the open source WebGISCamptocamp
 
3D webservices - where do we stand? (ENG)
3D webservices - where do we stand? (ENG)3D webservices - where do we stand? (ENG)
3D webservices - where do we stand? (ENG)Camptocamp
 
Machine Learning & Graph Processing w/ Spark and Accumulo
Machine Learning & Graph Processing w/ Spark and AccumuloMachine Learning & Graph Processing w/ Spark and Accumulo
Machine Learning & Graph Processing w/ Spark and AccumuloRahul Singh
 
HKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMUHKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMULinaro
 
Evolving ALLSTOCKER: Agile increments with Pharo Smalltalk
Evolving ALLSTOCKER: Agile increments with Pharo SmalltalkEvolving ALLSTOCKER: Agile increments with Pharo Smalltalk
Evolving ALLSTOCKER: Agile increments with Pharo SmalltalkESUG
 
Using Zettabyte Filesystem (ZFS)
Using Zettabyte Filesystem (ZFS)Using Zettabyte Filesystem (ZFS)
Using Zettabyte Filesystem (ZFS)GLC Networks
 

Similar to Data processing qgis3_foss4g-eu_2017 (20)

GeoMapFish, the Open Source WebGIS
GeoMapFish, the Open Source WebGISGeoMapFish, the Open Source WebGIS
GeoMapFish, the Open Source WebGIS
 
2015-09-16 georchestra @ foss4g2015 Seoul
2015-09-16 georchestra @ foss4g2015 Seoul2015-09-16 georchestra @ foss4g2015 Seoul
2015-09-16 georchestra @ foss4g2015 Seoul
 
geOrchestra, a free, modular and secure SDI
geOrchestra, a free, modular and secure SDIgeOrchestra, a free, modular and secure SDI
geOrchestra, a free, modular and secure SDI
 
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...
How To Get The Most Out Of Your Hibernate, JBoss EAP 7 Application (Ståle Ped...
 
georchestra SDI: Project Status Report
georchestra SDI: Project Status Reportgeorchestra SDI: Project Status Report
georchestra SDI: Project Status Report
 
TRHUG 2015 - Veloxity Big Data Migration Use Case
TRHUG 2015 - Veloxity Big Data Migration Use CaseTRHUG 2015 - Veloxity Big Data Migration Use Case
TRHUG 2015 - Veloxity Big Data Migration Use Case
 
Data engineering zoomcamp introduction
Data engineering zoomcamp  introductionData engineering zoomcamp  introduction
Data engineering zoomcamp introduction
 
The Parquet Format and Performance Optimization Opportunities
The Parquet Format and Performance Optimization OpportunitiesThe Parquet Format and Performance Optimization Opportunities
The Parquet Format and Performance Optimization Opportunities
 
Socket Programming with Python
Socket Programming with PythonSocket Programming with Python
Socket Programming with Python
 
Contributing to the Odoo Community Association (OCA)
Contributing to the Odoo Community Association (OCA)Contributing to the Odoo Community Association (OCA)
Contributing to the Odoo Community Association (OCA)
 
Contributing to the Odoo Community Association
Contributing to the Odoo Community AssociationContributing to the Odoo Community Association
Contributing to the Odoo Community Association
 
Introduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseIntroduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data Warehouse
 
Introduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data WarehouseIntroduction to Apache Tajo: Future of Data Warehouse
Introduction to Apache Tajo: Future of Data Warehouse
 
AGIT 2017: GeoMapFish_2.2, the open source WebGIS
AGIT 2017: GeoMapFish_2.2, the open source WebGISAGIT 2017: GeoMapFish_2.2, the open source WebGIS
AGIT 2017: GeoMapFish_2.2, the open source WebGIS
 
3D webservices - where do we stand? (ENG)
3D webservices - where do we stand? (ENG)3D webservices - where do we stand? (ENG)
3D webservices - where do we stand? (ENG)
 
Machine Learning & Graph Processing w/ Spark and Accumulo
Machine Learning & Graph Processing w/ Spark and AccumuloMachine Learning & Graph Processing w/ Spark and Accumulo
Machine Learning & Graph Processing w/ Spark and Accumulo
 
nebulaconf
nebulaconfnebulaconf
nebulaconf
 
HKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMUHKG18-TR08 - Upstreaming SVE in QEMU
HKG18-TR08 - Upstreaming SVE in QEMU
 
Evolving ALLSTOCKER: Agile increments with Pharo Smalltalk
Evolving ALLSTOCKER: Agile increments with Pharo SmalltalkEvolving ALLSTOCKER: Agile increments with Pharo Smalltalk
Evolving ALLSTOCKER: Agile increments with Pharo Smalltalk
 
Using Zettabyte Filesystem (ZFS)
Using Zettabyte Filesystem (ZFS)Using Zettabyte Filesystem (ZFS)
Using Zettabyte Filesystem (ZFS)
 

More from Camptocamp

ERP et customisation : comment éviter l’usine à gaz ?
ERP et customisation : comment éviter l’usine à gaz ?ERP et customisation : comment éviter l’usine à gaz ?
ERP et customisation : comment éviter l’usine à gaz ?Camptocamp
 
10 points-clés incontournables pour réussir votre projet ERP
10 points-clés incontournables pour réussir votre projet ERP10 points-clés incontournables pour réussir votre projet ERP
10 points-clés incontournables pour réussir votre projet ERPCamptocamp
 
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...Camptocamp
 
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map Engine
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map EngineAGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map Engine
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map EngineCamptocamp
 
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDI
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDIAGIT 2017: geOrchestra 16.12, the open source INSPIRE SDI
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDICamptocamp
 
[Geocom2017] geOrchestra and ngeo
[Geocom2017] geOrchestra and ngeo[Geocom2017] geOrchestra and ngeo
[Geocom2017] geOrchestra and ngeoCamptocamp
 
[Geocom2017] Georchestra & monitoring
[Geocom2017] Georchestra & monitoring[Geocom2017] Georchestra & monitoring
[Geocom2017] Georchestra & monitoringCamptocamp
 
NGEO – OpenLayers meets Angular
NGEO – OpenLayers meets AngularNGEO – OpenLayers meets Angular
NGEO – OpenLayers meets AngularCamptocamp
 
OpenLayers 3 & Google Closure Compiler
OpenLayers 3 & Google Closure CompilerOpenLayers 3 & Google Closure Compiler
OpenLayers 3 & Google Closure CompilerCamptocamp
 
MapFish Print 3
MapFish Print 3MapFish Print 3
MapFish Print 3Camptocamp
 
Présentation GeoMapFish
Présentation GeoMapFishPrésentation GeoMapFish
Présentation GeoMapFishCamptocamp
 
Une IDS scalable et résiliente avec geOrchestra & Docker
Une IDS scalable et résiliente avec geOrchestra & DockerUne IDS scalable et résiliente avec geOrchestra & Docker
Une IDS scalable et résiliente avec geOrchestra & DockerCamptocamp
 
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)Camptocamp
 
Odoo verticalization for NGO
Odoo verticalization for NGOOdoo verticalization for NGO
Odoo verticalization for NGOCamptocamp
 
Odoo testing on steroids
Odoo testing on steroidsOdoo testing on steroids
Odoo testing on steroidsCamptocamp
 
A jobs queue for processing tasks asynchronously
A jobs queue for processing tasks asynchronouslyA jobs queue for processing tasks asynchronously
A jobs queue for processing tasks asynchronouslyCamptocamp
 
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...Camptocamp
 
MapFish Print 3 : Printing maps like a boss
MapFish Print 3 : Printing maps like a bossMapFish Print 3 : Printing maps like a boss
MapFish Print 3 : Printing maps like a bossCamptocamp
 
Cesium : Virtueller 3D Globus im Web
Cesium : Virtueller 3D Globus im WebCesium : Virtueller 3D Globus im Web
Cesium : Virtueller 3D Globus im WebCamptocamp
 

More from Camptocamp (20)

ERP et customisation : comment éviter l’usine à gaz ?
ERP et customisation : comment éviter l’usine à gaz ?ERP et customisation : comment éviter l’usine à gaz ?
ERP et customisation : comment éviter l’usine à gaz ?
 
10 points-clés incontournables pour réussir votre projet ERP
10 points-clés incontournables pour réussir votre projet ERP10 points-clés incontournables pour réussir votre projet ERP
10 points-clés incontournables pour réussir votre projet ERP
 
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...
Topsoft 2017: Praxisbericht: Welche Fehler bei der Implementierung eines ERP-...
 
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map Engine
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map EngineAGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map Engine
AGIT 2017: Cesium 1.35, WebGL Virtual Globe and Map Engine
 
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDI
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDIAGIT 2017: geOrchestra 16.12, the open source INSPIRE SDI
AGIT 2017: geOrchestra 16.12, the open source INSPIRE SDI
 
[Geocom2017] geOrchestra and ngeo
[Geocom2017] geOrchestra and ngeo[Geocom2017] geOrchestra and ngeo
[Geocom2017] geOrchestra and ngeo
 
[Geocom2017] Georchestra & monitoring
[Geocom2017] Georchestra & monitoring[Geocom2017] Georchestra & monitoring
[Geocom2017] Georchestra & monitoring
 
NGEO – OpenLayers meets Angular
NGEO – OpenLayers meets AngularNGEO – OpenLayers meets Angular
NGEO – OpenLayers meets Angular
 
OpenLayers 3 & Google Closure Compiler
OpenLayers 3 & Google Closure CompilerOpenLayers 3 & Google Closure Compiler
OpenLayers 3 & Google Closure Compiler
 
MapFish Print 3
MapFish Print 3MapFish Print 3
MapFish Print 3
 
Présentation GeoMapFish
Présentation GeoMapFishPrésentation GeoMapFish
Présentation GeoMapFish
 
OpenLayers 3
OpenLayers 3OpenLayers 3
OpenLayers 3
 
Une IDS scalable et résiliente avec geOrchestra & Docker
Une IDS scalable et résiliente avec geOrchestra & DockerUne IDS scalable et résiliente avec geOrchestra & Docker
Une IDS scalable et résiliente avec geOrchestra & Docker
 
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)
FOSS4G Europe 2015: OL3-Cesium (3D for OpenLayers)
 
Odoo verticalization for NGO
Odoo verticalization for NGOOdoo verticalization for NGO
Odoo verticalization for NGO
 
Odoo testing on steroids
Odoo testing on steroidsOdoo testing on steroids
Odoo testing on steroids
 
A jobs queue for processing tasks asynchronously
A jobs queue for processing tasks asynchronouslyA jobs queue for processing tasks asynchronously
A jobs queue for processing tasks asynchronously
 
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...
Pourquoi intégrer Odoo, l'ERP de dernière génération full web, au sein de son...
 
MapFish Print 3 : Printing maps like a boss
MapFish Print 3 : Printing maps like a bossMapFish Print 3 : Printing maps like a boss
MapFish Print 3 : Printing maps like a boss
 
Cesium : Virtueller 3D Globus im Web
Cesium : Virtueller 3D Globus im WebCesium : Virtueller 3D Globus im Web
Cesium : Virtueller 3D Globus im Web
 

Recently uploaded

Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 

Recently uploaded (20)

Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 

Data processing qgis3_foss4g-eu_2017