SlideShare a Scribd company logo
1 of 112
Download to read offline
ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Community OpenSciNY, New York, May 2010,
Once Upon a Time Over a “Coffee”
Which is better for Plants? Vodka, Sprite or Viagra?
It Works – Viagra Wins the Day
Now Which is Better? ,[object Object],[object Object]
Cialis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cialis on Google?
What is Cialis?
What is Cialis? Can we trust Wikipedia?
What is Cialis? 6 hits on PubChem
What is Cialis?
Search by Trade Name
Are there other names???
Are there other names??? ,[object Object],[object Object],[object Object]
Are there other names???
Are There Other Names?
IC351 on PubChem? 5 HITS for IC351 ZERO HITS for IC 351
Chemistry on the Web ,[object Object],[object Object],[object Object],[object Object],[object Object]
Text Searching the Web ,[object Object],[object Object]
The RSC Publishing Platform (Beta)
2+2 = 4 Articles?
CAS Number Search
Text Searching the Web ,[object Object],[object Object],[object Object]
CAS Registry – LOTS of Chemicals!
 
 
The Final Search Strategy A “Disambiguation Query!”
All Those Names, One Structure A problem to solve…
ChemSpider - A Pragmatic Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
media.obsessable.com ,[object Object],What do humans want?
Aggregating Data – Who to Trust??? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Just  “Public Compound” Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Question Everything online: www.dhmo.org
Di-Hydrogen  Monoxide ,[object Object]
Di-Hydrogen   Monoxide ,[object Object]
Di-Hydrogen Monoxide ,[object Object]
Di-Hydrogen Monoxide ,[object Object],[object Object]
It’s all on Wikipedia…
What About Gases? Methane…
What’s Methane?
What’s Methane?
What  ELSE  is Methane???
Structural Data for Life Sciences DailyMed
Lack of Stereochemisty
  Incorrect Structures
Pragmatic Vision Delivered… ,[object Object],[object Object],[object Object],[object Object]
Search “OEA”
Search OEA
Search OEA
Search OEA
Linked Patents for OEA
Answering Questions… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Back to Cialis…
Cialis on ChemSpider : 1 hit ,[object Object],[object Object],[object Object],[object Object]
Google Patents
ChemSpider – Patents Linked SURECHEM PATENTS  GOOGLE
Google Books
Microsoft Academic Search
Google Scholar – Articles were found by  CAS Number !
Identifiers for Tadalafil
How Many Articles in RSC Journals ? ,[object Object],[object Object]
Validated Dictionaries Hit APIs This is data curation...
Does this generate more results?
RSC Journals
RSC Journals  REMEMBER 2+2 = 4
PubMed
Google Scholar – Expanded Hit Set
Microsoft Academic Search
Microsoft Academic Search ,[object Object]
Searching Chemistry on the  Internet ,[object Object],[object Object],[object Object]
Structure Searching the Web ,[object Object],[object Object],[object Object]
Link the Internet with InChIKeys! Taken from: Rafael Sidis’ Blog
The InChI Identifier
Multiple Layers
InChIStrings Hash to InChIKeys
Cialis – Searching the Web by InChI Search Molecular SKELETON Search Full Molecule
InChI Search the Web  by Skeleton 78 Hits by Skeleton
InChI Search the Web  Exact Match 32 Hits by InChIKey
InChI Search the Web  Exact Match 6 Hits by Standard InChIKey
InChifying the Web ,[object Object],[object Object]
Vancomycin –  Search the Internet
Full  Molecule  Search: 4 Hits
Full  Skeleton  Search: 104 Hits
InChIKeys Make the internet searchable by adding InChIKeys Publishers add InChIKeys to papers now… But what is the structure???
We need an InChI “Resolver”
InChI Resolver to DOIs Structure Search the Web
Semantic Markup: Project Prospect
Depends on  Validated  Dictionaries Link to a Structure or the Right Structure?
Name-Structure Pairs
Semantic Linking of Structures ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Unpublished  Chemistry ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Org Prep Daily  (Blog)
ChemSpider SyntheticPages
Submission process ,[object Object],[object Object]
Submission Process ,[object Object],[object Object],[object Object],[object Object]
Micro- and Nano-publications ,[object Object],[object Object],[object Object]
ChemSpider : Spectra Linked
Spectra Linked
Spectra Linked
Not Just NMR Data
www.SpectralGame.com http://www.jcheminf.com/content/1/1/9
Spectral Game
Increasing Complexity
Spectral Game
ChemSpider Content ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Roses’ Crystal Image Collection
MP3s and Videos : Titanium
Periodic Table Images
How Can You Help ChemSpider? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Community Contribution ,[object Object],[object Object],[object Object],[object Object]
Chemistry on the Internet FUTURE ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you [email_address] Twitter: ChemSpiderman www.chemspider.com/blog SLIDES: www.slideshare.net/AntonyWilliams

More Related Content

What's hot

What's hot (20)

RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
RSC ChemSpider -- Managing and Integrating Chemistry on the Internet to Build...
 
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
 
ChemSpider – The Vision and Challenges Associated with Building a Free Online...
ChemSpider – The Vision and Challenges Associated with Building a Free Online...ChemSpider – The Vision and Challenges Associated with Building a Free Online...
ChemSpider – The Vision and Challenges Associated with Building a Free Online...
 
Navigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpiderNavigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpider
 
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
ChemSpider – A Crowdsourcing Environment for Hosting and Validating Chemistry...
 
RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...RSC ChemSpider is the online chemistry database where community contributions...
RSC ChemSpider is the online chemistry database where community contributions...
 
Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...
Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...
Delivering Curated Chemistry to the World via Crowdsourced Deposition and Ann...
 
Navigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpiderNavigating the Complex Web of Chemistry Using ChemSpider
Navigating the Complex Web of Chemistry Using ChemSpider
 
Online Public Compound Databases
Online Public Compound DatabasesOnline Public Compound Databases
Online Public Compound Databases
 
ChemSpider – An Online Database and Registration System Linking the Web
ChemSpider – An Online Database and  Registration System Linking the WebChemSpider – An Online Database and  Registration System Linking the Web
ChemSpider – An Online Database and Registration System Linking the Web
 
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
ChemSpider  and How The Wisdom Of The  Crowds  Can  Improve The  Quality Of  ...ChemSpider  and How The Wisdom Of The  Crowds  Can  Improve The  Quality Of  ...
ChemSpider and How The Wisdom Of The Crowds Can Improve The Quality Of ...
 
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
ChemSpider – A Platform to Gather, Host and Integrate Structure Based Data Ac...
 
How the web has weaved a web of interlinked chemistry data final
How the web has weaved a web of interlinked chemistry data finalHow the web has weaved a web of interlinked chemistry data final
How the web has weaved a web of interlinked chemistry data final
 
Crowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
Crowdsourcing, Collaborations And Text Mining In A World Of Open ChemistryCrowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
Crowdsourcing, Collaborations And Text Mining In A World Of Open Chemistry
 
Hosting public domain chemicals data online for the community – the challenge...
Hosting public domain chemicals data online for the community – the challenge...Hosting public domain chemicals data online for the community – the challenge...
Hosting public domain chemicals data online for the community – the challenge...
 
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
ChemSpider as a Foundation for Crowdsourcing and Collaborations in Open Chemi...
 
Integrating and curating internet based chemistry resources to serve life sci...
Integrating and curating internet based chemistry resources to serve life sci...Integrating and curating internet based chemistry resources to serve life sci...
Integrating and curating internet based chemistry resources to serve life sci...
 
Taming The Wild West Of Internet Based Chemistry You Can Help
Taming The Wild West Of Internet Based Chemistry You Can HelpTaming The Wild West Of Internet Based Chemistry You Can Help
Taming The Wild West Of Internet Based Chemistry You Can Help
 
How Internet Resources Are Providing a Collaborative Community for Chemistry
How Internet Resources Are Providing a Collaborative Community for Chemistry How Internet Resources Are Providing a Collaborative Community for Chemistry
How Internet Resources Are Providing a Collaborative Community for Chemistry
 
Why Chemistry and the Web Will Benefit from a ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpiderWhy Chemistry and the Web Will Benefit from a ChemSpider
Why Chemistry and the Web Will Benefit from a ChemSpider
 

Viewers also liked

G325 b teenidentity
G325 b teenidentityG325 b teenidentity
G325 b teenidentitygdsteacher
 
A better procurement_process
A better procurement_processA better procurement_process
A better procurement_processRutger Gassner
 
Ghosts and namasmaran dr shriniwas kashalikar
Ghosts and namasmaran dr shriniwas kashalikarGhosts and namasmaran dr shriniwas kashalikar
Ghosts and namasmaran dr shriniwas kashalikarbanothkishan
 
Yoga, stress & namasmaran dr. shriniwas kashalikar
Yoga, stress & namasmaran dr. shriniwas kashalikarYoga, stress & namasmaran dr. shriniwas kashalikar
Yoga, stress & namasmaran dr. shriniwas kashalikarbanothkishan
 
VMware Certified Professional 5 - Data Center Virtualization certificate
VMware Certified Professional 5 - Data Center Virtualization  certificateVMware Certified Professional 5 - Data Center Virtualization  certificate
VMware Certified Professional 5 - Data Center Virtualization certificateHung Nguyen
 

Viewers also liked (6)

1003.1B
1003.1B1003.1B
1003.1B
 
G325 b teenidentity
G325 b teenidentityG325 b teenidentity
G325 b teenidentity
 
A better procurement_process
A better procurement_processA better procurement_process
A better procurement_process
 
Ghosts and namasmaran dr shriniwas kashalikar
Ghosts and namasmaran dr shriniwas kashalikarGhosts and namasmaran dr shriniwas kashalikar
Ghosts and namasmaran dr shriniwas kashalikar
 
Yoga, stress & namasmaran dr. shriniwas kashalikar
Yoga, stress & namasmaran dr. shriniwas kashalikarYoga, stress & namasmaran dr. shriniwas kashalikar
Yoga, stress & namasmaran dr. shriniwas kashalikar
 
VMware Certified Professional 5 - Data Center Virtualization certificate
VMware Certified Professional 5 - Data Center Virtualization  certificateVMware Certified Professional 5 - Data Center Virtualization  certificate
VMware Certified Professional 5 - Data Center Virtualization certificate
 

Similar to ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Community

Chemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityChemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityRoyal Society of Chemistry
 

Similar to ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Community (13)

ChemSpider Presentation At University Of Toronto
ChemSpider Presentation At University Of TorontoChemSpider Presentation At University Of Toronto
ChemSpider Presentation At University Of Toronto
 
Connecting Chemists to the Internet Through ChemSpider
Connecting Chemists to the Internet Through ChemSpiderConnecting Chemists to the Internet Through ChemSpider
Connecting Chemists to the Internet Through ChemSpider
 
RSC ChemSpider – Building An Internet Based Community For Chemists
RSC ChemSpider – Building An Internet Based Community For ChemistsRSC ChemSpider – Building An Internet Based Community For Chemists
RSC ChemSpider – Building An Internet Based Community For Chemists
 
Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider Crawling Across the Web of Chemistry Using ChemSpider
Crawling Across the Web of Chemistry Using ChemSpider
 
Chemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the communityChemspider hosting linking and curating chemistry data for the community
Chemspider hosting linking and curating chemistry data for the community
 
ChemSpider hosting linking and curating chemistry data for the community
ChemSpider  hosting linking and curating chemistry data for the communityChemSpider  hosting linking and curating chemistry data for the community
ChemSpider hosting linking and curating chemistry data for the community
 
Citizen Scientists and Their Contributions to Internet Based Chemistry
Citizen Scientists and Their Contributions to Internet Based ChemistryCitizen Scientists and Their Contributions to Internet Based Chemistry
Citizen Scientists and Their Contributions to Internet Based Chemistry
 
AZ of Chemspider February 2011
AZ of Chemspider February 2011AZ of Chemspider February 2011
AZ of Chemspider February 2011
 
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
Crowdsourcing, Collaborations and Text-Mining in a World of Open Chemistry
 
How Community Crowdsourcing and Social Networking is Helping to Build a Quali...
How Community Crowdsourcing and Social Networking is Helping to Build a Quali...How Community Crowdsourcing and Social Networking is Helping to Build a Quali...
How Community Crowdsourcing and Social Networking is Helping to Build a Quali...
 
ChemSpider as a chemical term resolver
ChemSpider as a chemical term resolverChemSpider as a chemical term resolver
ChemSpider as a chemical term resolver
 
Chemspider Presentation at the ACS Meeting in New orleans
Chemspider Presentation at the ACS Meeting in New orleansChemspider Presentation at the ACS Meeting in New orleans
Chemspider Presentation at the ACS Meeting in New orleans
 
ChemSpider Overview Presentation at Special Libraries Association
ChemSpider Overview Presentation at Special Libraries AssociationChemSpider Overview Presentation at Special Libraries Association
ChemSpider Overview Presentation at Special Libraries Association
 

Recently uploaded

9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding TeamAdam Moalla
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfDianaGray10
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioChristian Posta
 
PicPay - GenAI Finance Assistant - ChatGPT for Customer Service
PicPay - GenAI Finance Assistant - ChatGPT for Customer ServicePicPay - GenAI Finance Assistant - ChatGPT for Customer Service
PicPay - GenAI Finance Assistant - ChatGPT for Customer ServiceRenan Moreira de Oliveira
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemAsko Soukka
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
Designing A Time bound resource download URL
Designing A Time bound resource download URLDesigning A Time bound resource download URL
Designing A Time bound resource download URLRuncy Oommen
 
Introduction to Quantum Computing
Introduction to Quantum ComputingIntroduction to Quantum Computing
Introduction to Quantum ComputingGDSC PJATK
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationIES VE
 
RAG Patterns and Vector Search in Generative AI
RAG Patterns and Vector Search in Generative AIRAG Patterns and Vector Search in Generative AI
RAG Patterns and Vector Search in Generative AIUdaiappa Ramachandran
 
GenAI and AI GCC State of AI_Object Automation Inc
GenAI and AI GCC State of AI_Object Automation IncGenAI and AI GCC State of AI_Object Automation Inc
GenAI and AI GCC State of AI_Object Automation IncObject Automation
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdfPedro Manuel
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6DianaGray10
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostMatt Ray
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024SkyPlanner
 
Spring24-Release Overview - Wellingtion User Group-1.pdf
Spring24-Release Overview - Wellingtion User Group-1.pdfSpring24-Release Overview - Wellingtion User Group-1.pdf
Spring24-Release Overview - Wellingtion User Group-1.pdfAnna Loughnan Colquhoun
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesMd Hossain Ali
 

Recently uploaded (20)

9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and Istio
 
PicPay - GenAI Finance Assistant - ChatGPT for Customer Service
PicPay - GenAI Finance Assistant - ChatGPT for Customer ServicePicPay - GenAI Finance Assistant - ChatGPT for Customer Service
PicPay - GenAI Finance Assistant - ChatGPT for Customer Service
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystem
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
Designing A Time bound resource download URL
Designing A Time bound resource download URLDesigning A Time bound resource download URL
Designing A Time bound resource download URL
 
Introduction to Quantum Computing
Introduction to Quantum ComputingIntroduction to Quantum Computing
Introduction to Quantum Computing
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
 
RAG Patterns and Vector Search in Generative AI
RAG Patterns and Vector Search in Generative AIRAG Patterns and Vector Search in Generative AI
RAG Patterns and Vector Search in Generative AI
 
GenAI and AI GCC State of AI_Object Automation Inc
GenAI and AI GCC State of AI_Object Automation IncGenAI and AI GCC State of AI_Object Automation Inc
GenAI and AI GCC State of AI_Object Automation Inc
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdf
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCostKubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
KubeConEU24-Monitoring Kubernetes and Cloud Spend with OpenCost
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024
 
Spring24-Release Overview - Wellingtion User Group-1.pdf
Spring24-Release Overview - Wellingtion User Group-1.pdfSpring24-Release Overview - Wellingtion User Group-1.pdf
Spring24-Release Overview - Wellingtion User Group-1.pdf
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
 

ChemSpider - Building a Crowdsourced Chemical Database for the Chemistry Community