SlideShare a Scribd company logo
1 of 32
Download to read offline
The BARCODE Data Standard as a Cross-Cultural Bridge,[object Object],David E. Schindel, Executive Secretary,[object Object],National Museum of Natural History,[object Object],Smithsonian Institution,[object Object],SchindelD@si.edu; http://www.barcoding.si.edu,[object Object],202/633-0812; fax 202/633-2938,[object Object]
Gaining Large Scale Through Standards,[object Object],Are our data meant only for small segregated communities of practice or bigger audiences?,[object Object],Accelerate progress, Economies of scale,[object Object],Re-use and new use of data, synthesis, comparative analysis,[object Object],Shared hardware and software,[object Object],Standardized protocols, easier training and technical assistance,[object Object],Applications by non-specialists (regulatory agencies, citizen scientists, K-12 classroom),[object Object]
www.e-biosphere09.org,[object Object]
Species Identification Matters,[object Object],Basic research:,[object Object],One more character set, but digital and calibrated,[object Object],Standardized yardstick for measuring variability and divergence,[object Object],Objective comparison across taxa, distance,[object Object],Links to Linnean names,[object Object],Triage by non-specialists for species discovery,[object Object],Ecology of juveniles, gut contents, fecal matter,[object Object],Shallow phylogenies showing history of community assemblages,[object Object],Subject to weaknesses of any single character (convergence, pseudogenes, introgression, etc.),[object Object]
Species Identification Matters,[object Object],Applied research/regulation by non-specialists,[object Object],Agricultural pests/beneficial species,[object Object],Endangered/protected species ,[object Object],Disease vectors/pathogens,[object Object],Environmental quality indicators,[object Object],Invasive species (e.g., in ballast water),[object Object],Managing for sustainable harvesting,[object Object],Consumer protection, ensuring food quality,[object Object],Fidelity of seedbanks, culture collections,[object Object]
6,[object Object]
Schindel   i evobio norman ok - jun 11
Small ribosomal RNA,[object Object],The Mitochondrial Genome,[object Object],D-Loop,[object Object],DNA,[object Object],mtDNA,[object Object],Cytochrome b,[object Object],ND1,[object Object],ND6,[object Object],ND5,[object Object],COI,[object Object],ND2,[object Object],COI,[object Object],L-strand,[object Object],H-strand,[object Object],Typical Animal Cell,[object Object],ND4,[object Object],ND4L,[object Object],COII,[object Object],ND3,[object Object],COIII,[object Object],ATPase subunit 8,[object Object],ATPase subunit 6,[object Object],Mitochondrion,[object Object],An Internal ID System for All Animals,[object Object]
Non-COI regions for other taxa,[object Object],Land plants:,[object Object],Chloroplast matK and rbcL approved Nov 09,[object Object],70-75% resolvingability, higher in angiosperms,[object Object],Non-coding plastid and nuclear regions being explored,[object Object],Fungi:,[object Object],CBOL Working Group met this week in Amsterdam,[object Object],Agreed to recommend ITS; 72% effective,[object Object],Protists:,[object Object], CBOL Working Group July meeting, Berlin,[object Object]
How Barcoding Works,[object Object],PHASE 1: Build a barcode reference library:,[object Object],Well-identified specimen,[object Object],Tissue subsample,[object Object],DNA extraction, PCR amplification,[object Object],DNA sequencing,[object Object],Data submission to GenBank,[object Object],PHASE 2: Identify unknowns:,[object Object],Any unidentified juvenile, adult, fragment, product,[object Object],Tissue sample, DNA, sequencing,[object Object],Comparison with sequences in reference library,[object Object]
Barcode of Life Community,[object Object],1,264,000 specimens already barcoded from 104,500 species,[object Object],Networks, Projects, Organizations,[object Object],[object Object]
 Build participation
 Working Groups
 BARCODE standard
 International   Conferences
 Increase production   of public BARCODE  records,[object Object]
BARCODE Record Flow Chart,[object Object],Key,[object Object], Mirroring ,[object Object], Update Channel,[object Object],      Private Records,[object Object],USER,[object Object], /GenBank,[object Object]
BARCODE Records in GenBank,[object Object]
Submission of BARCODE Records to EBI and DDBJ,[object Object]
Schindel   i evobio norman ok - jun 11
BARCODE Records in INSDC,[object Object],Voucher Specimen,[object Object],Species Name,[object Object],Specimen Metadata,[object Object],GeoreferenceHabitatCharacter setsImagesBehaviorOther genes,[object Object],Indices - Catalogue of Life - GBIF/ECAT,[object Object],Nomenclators - Zoo Record - IPNI - NameBank,[object Object],Publication links - New species,[object Object],Barcode Sequence,[object Object],Trace files,[object Object],Primers,[object Object],Other Databases,[object Object],Literature(link to content or citation),[object Object],PhylogeneticPop’n GeneticsEcological,[object Object],Databases - Provisional sp.,[object Object]
Schindel   i evobio norman ok - jun 11
Schindel   i evobio norman ok - jun 11
Schindel   i evobio norman ok - jun 11
Linkout from GenBank to BOLD,[object Object]
Schindel   i evobio norman ok - jun 11
Linkout from GenBank to Taxonomy,[object Object],ISBER: 13 May 2009,[object Object]
Schindel   i evobio norman ok - jun 11
Link from GenBank to Museums,[object Object],ISBER: 13 May 2009,[object Object]
Darwin Core TripletStructured Link to Vouchers,[object Object],Institutional Acronym,[object Object],Collection Code,[object Object],Catalog ID,[object Object],:,[object Object],:,[object Object]
Structured Link to Vouchers,[object Object],:,[object Object],:,[object Object],NHM,[object Object],LEP,[object Object],123456,[object Object],:,[object Object],:,[object Object],personal,[object Object],DHJanzen,[object Object],SRNP12345,[object Object]
NCBI’s Biorepository List,[object Object],Compiled from Index Herbariorum, literature sources, GenBank submissions,[object Object],6,936 records,[object Object],1,177 records with non-unique acronyms,[object Object],517 homonymous acronyms,[object Object],374 shared by two records,[object Object],143 shared by three records,[object Object]

More Related Content

What's hot

ANL Soil Metagenomics 2014 Soil Reference Database - Let's do this
ANL Soil Metagenomics 2014 Soil Reference Database - Let's do thisANL Soil Metagenomics 2014 Soil Reference Database - Let's do this
ANL Soil Metagenomics 2014 Soil Reference Database - Let's do thisAdina Chuang Howe
 
BIOLOGICAL SEQUENCE DATABASES
BIOLOGICAL SEQUENCE DATABASES BIOLOGICAL SEQUENCE DATABASES
BIOLOGICAL SEQUENCE DATABASES nadeem akhter
 
Introduction to Bioinformatics.
 Introduction to Bioinformatics. Introduction to Bioinformatics.
Introduction to Bioinformatics.Elena Sügis
 
American Society for Mass Spectrometry Conference 2013
American Society for Mass Spectrometry Conference 2013American Society for Mass Spectrometry Conference 2013
American Society for Mass Spectrometry Conference 2013Dmitry Grapov
 
Providing named entity based search with a common biological database naming ...
Providing named entity based search with a common biological database naming ...Providing named entity based search with a common biological database naming ...
Providing named entity based search with a common biological database naming ...nolmar01
 
Proteomics resources at the EBI & ExPASy
Proteomics resources at the EBI & ExPASyProteomics resources at the EBI & ExPASy
Proteomics resources at the EBI & ExPASyChrist College, Rajkot
 
The iPlant Tree of Life Project and Toolkit
The iPlant Tree of Life Project and ToolkitThe iPlant Tree of Life Project and Toolkit
The iPlant Tree of Life Project and ToolkitNaim Matasci
 
databases in bioinformatics
databases in bioinformaticsdatabases in bioinformatics
databases in bioinformaticsnadeem akhter
 
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant Diseases
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant DiseasesAgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant Diseases
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant DiseasesSurya Saha
 
Biological database by kk sahu
Biological database by kk sahuBiological database by kk sahu
Biological database by kk sahuKAUSHAL SAHU
 
iPlant Tree of Life
iPlant Tree of LifeiPlant Tree of Life
iPlant Tree of LifeNaim Matasci
 
Biodatabases 101220022654-phpapp02
Biodatabases 101220022654-phpapp02Biodatabases 101220022654-phpapp02
Biodatabases 101220022654-phpapp02Sreekanth Gali
 
Designing Biological Databases
Designing Biological DatabasesDesigning Biological Databases
Designing Biological DatabasesArjei Balandra
 
Primary, secondary, tertiary biological database
Primary, secondary, tertiary biological databasePrimary, secondary, tertiary biological database
Primary, secondary, tertiary biological databaseKAUSHAL SAHU
 
Database technologies in bioinformatics
Database technologies in bioinformaticsDatabase technologies in bioinformatics
Database technologies in bioinformaticsGleb Sklyr
 
Databases in Bioinformatics
Databases in BioinformaticsDatabases in Bioinformatics
Databases in BioinformaticsMeghaj Mallick
 

What's hot (20)

ANL Soil Metagenomics 2014 Soil Reference Database - Let's do this
ANL Soil Metagenomics 2014 Soil Reference Database - Let's do thisANL Soil Metagenomics 2014 Soil Reference Database - Let's do this
ANL Soil Metagenomics 2014 Soil Reference Database - Let's do this
 
BIOLOGICAL SEQUENCE DATABASES
BIOLOGICAL SEQUENCE DATABASES BIOLOGICAL SEQUENCE DATABASES
BIOLOGICAL SEQUENCE DATABASES
 
Introduction to Bioinformatics.
 Introduction to Bioinformatics. Introduction to Bioinformatics.
Introduction to Bioinformatics.
 
American Society for Mass Spectrometry Conference 2013
American Society for Mass Spectrometry Conference 2013American Society for Mass Spectrometry Conference 2013
American Society for Mass Spectrometry Conference 2013
 
Providing named entity based search with a common biological database naming ...
Providing named entity based search with a common biological database naming ...Providing named entity based search with a common biological database naming ...
Providing named entity based search with a common biological database naming ...
 
Genomic databases
Genomic databasesGenomic databases
Genomic databases
 
Proteomics resources at the EBI & ExPASy
Proteomics resources at the EBI & ExPASyProteomics resources at the EBI & ExPASy
Proteomics resources at the EBI & ExPASy
 
The iPlant Tree of Life Project and Toolkit
The iPlant Tree of Life Project and ToolkitThe iPlant Tree of Life Project and Toolkit
The iPlant Tree of Life Project and Toolkit
 
Data base in detail
Data base in detailData base in detail
Data base in detail
 
databases in bioinformatics
databases in bioinformaticsdatabases in bioinformatics
databases in bioinformatics
 
Biological Database
Biological DatabaseBiological Database
Biological Database
 
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant Diseases
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant DiseasesAgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant Diseases
AgriVectors: A Data and Systems Resource for Arthropod Vectors of Plant Diseases
 
Biological database by kk sahu
Biological database by kk sahuBiological database by kk sahu
Biological database by kk sahu
 
iPlant Tree of Life
iPlant Tree of LifeiPlant Tree of Life
iPlant Tree of Life
 
Biodatabases 101220022654-phpapp02
Biodatabases 101220022654-phpapp02Biodatabases 101220022654-phpapp02
Biodatabases 101220022654-phpapp02
 
Designing Biological Databases
Designing Biological DatabasesDesigning Biological Databases
Designing Biological Databases
 
Primary, secondary, tertiary biological database
Primary, secondary, tertiary biological databasePrimary, secondary, tertiary biological database
Primary, secondary, tertiary biological database
 
Bioinformatics Analysis of Nucleotide Sequences
Bioinformatics Analysis of Nucleotide SequencesBioinformatics Analysis of Nucleotide Sequences
Bioinformatics Analysis of Nucleotide Sequences
 
Database technologies in bioinformatics
Database technologies in bioinformaticsDatabase technologies in bioinformatics
Database technologies in bioinformatics
 
Databases in Bioinformatics
Databases in BioinformaticsDatabases in Bioinformatics
Databases in Bioinformatics
 

Viewers also liked

Viewers also liked (7)

West side summary
West side summaryWest side summary
West side summary
 
news paper
news papernews paper
news paper
 
Wcdmahelp blogspot-com 3 g interview
Wcdmahelp blogspot-com 3 g interviewWcdmahelp blogspot-com 3 g interview
Wcdmahelp blogspot-com 3 g interview
 
Terry brival bio
Terry brival bioTerry brival bio
Terry brival bio
 
Terry brival bio
Terry brival bioTerry brival bio
Terry brival bio
 
Batel f re v66
Batel f re v66Batel f re v66
Batel f re v66
 
Telas sap -_modulo_pp
Telas sap -_modulo_ppTelas sap -_modulo_pp
Telas sap -_modulo_pp
 

Similar to Schindel i evobio norman ok - jun 11

Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...
Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...
Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...TERN Australia
 
Scratchpads: Building web communities supporting biodiversity science
Scratchpads: Building web communities supporting biodiversity scienceScratchpads: Building web communities supporting biodiversity science
Scratchpads: Building web communities supporting biodiversity scienceVince Smith
 
20140623 swets agosti_final
20140623 swets agosti_final20140623 swets agosti_final
20140623 swets agosti_finalagosti
 
Scratchpads introductory presentation 45mins
Scratchpads introductory presentation   45minsScratchpads introductory presentation   45mins
Scratchpads introductory presentation 45minsDimitrios Koureas
 
The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18Dag Endresen
 
The emerging biodiversity data ecosystem
The emerging biodiversity data ecosystemThe emerging biodiversity data ecosystem
The emerging biodiversity data ecosystemCyndy Parr
 
2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)Dag Endresen
 
2 Discovery and Acquisition of Data1.pptx
2 Discovery and Acquisition of Data1.pptx2 Discovery and Acquisition of Data1.pptx
2 Discovery and Acquisition of Data1.pptxvijayapraba1
 
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data HandlingScott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data HandlingGigaScience, BGI Hong Kong
 
Behavior ontology workshop princeton
Behavior ontology workshop princetonBehavior ontology workshop princeton
Behavior ontology workshop princetonCyndy Parr
 
Sla2009 D Curation Heidorn
Sla2009 D Curation HeidornSla2009 D Curation Heidorn
Sla2009 D Curation HeidornBryan Heidorn
 
eScience Institute presentation on eagle-i
eScience Institute presentation on eagle-ieScience Institute presentation on eagle-i
eScience Institute presentation on eagle-imhaendel
 
GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021Dag Endresen
 
Scratchpad 2014-introduction
Scratchpad 2014-introductionScratchpad 2014-introduction
Scratchpad 2014-introductionVince Smith
 
D paul ecn2013
D paul ecn2013D paul ecn2013
D paul ecn2013ECNOfficer
 
Being FAIR: Enabling Reproducible Data Science
Being FAIR: Enabling Reproducible Data ScienceBeing FAIR: Enabling Reproducible Data Science
Being FAIR: Enabling Reproducible Data ScienceCarole Goble
 

Similar to Schindel i evobio norman ok - jun 11 (20)

Dr Robert Hanner - Barcode Data standards for animals, plants & fungi
Dr Robert Hanner - Barcode Data standards for animals, plants & fungiDr Robert Hanner - Barcode Data standards for animals, plants & fungi
Dr Robert Hanner - Barcode Data standards for animals, plants & fungi
 
Scott Miller - Opening Plenary
Scott Miller - Opening PlenaryScott Miller - Opening Plenary
Scott Miller - Opening Plenary
 
Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...
Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...
Keynote Speaker 1 - Data Intensive Challenges in Biodiversity Conservation: a...
 
Scratchpads: Building web communities supporting biodiversity science
Scratchpads: Building web communities supporting biodiversity scienceScratchpads: Building web communities supporting biodiversity science
Scratchpads: Building web communities supporting biodiversity science
 
20140623 swets agosti_final
20140623 swets agosti_final20140623 swets agosti_final
20140623 swets agosti_final
 
Scratchpads introductory presentation 45mins
Scratchpads introductory presentation   45minsScratchpads introductory presentation   45mins
Scratchpads introductory presentation 45mins
 
The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18
 
The emerging biodiversity data ecosystem
The emerging biodiversity data ecosystemThe emerging biodiversity data ecosystem
The emerging biodiversity data ecosystem
 
2018 04-03-shorthouse
2018 04-03-shorthouse2018 04-03-shorthouse
2018 04-03-shorthouse
 
2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)
 
2 Discovery and Acquisition of Data1.pptx
2 Discovery and Acquisition of Data1.pptx2 Discovery and Acquisition of Data1.pptx
2 Discovery and Acquisition of Data1.pptx
 
Dr Sarah Adamowicz - Ecological studies
Dr Sarah Adamowicz - Ecological studiesDr Sarah Adamowicz - Ecological studies
Dr Sarah Adamowicz - Ecological studies
 
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data HandlingScott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
Scott Edmunds: GigaScience - Big-Data, Data Citation and Future Data Handling
 
Behavior ontology workshop princeton
Behavior ontology workshop princetonBehavior ontology workshop princeton
Behavior ontology workshop princeton
 
Sla2009 D Curation Heidorn
Sla2009 D Curation HeidornSla2009 D Curation Heidorn
Sla2009 D Curation Heidorn
 
eScience Institute presentation on eagle-i
eScience Institute presentation on eagle-ieScience Institute presentation on eagle-i
eScience Institute presentation on eagle-i
 
GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021
 
Scratchpad 2014-introduction
Scratchpad 2014-introductionScratchpad 2014-introduction
Scratchpad 2014-introduction
 
D paul ecn2013
D paul ecn2013D paul ecn2013
D paul ecn2013
 
Being FAIR: Enabling Reproducible Data Science
Being FAIR: Enabling Reproducible Data ScienceBeing FAIR: Enabling Reproducible Data Science
Being FAIR: Enabling Reproducible Data Science
 

Recently uploaded

OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureEric D. Schabell
 
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
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7DianaGray10
 
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
 
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
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
Digital magic. A small project for controlling smart light bulbs.
Digital magic. A small project for controlling smart light bulbs.Digital magic. A small project for controlling smart light bulbs.
Digital magic. A small project for controlling smart light bulbs.francesco barbera
 
Do we need a new standard for visualizing the invisible?
Do we need a new standard for visualizing the invisible?Do we need a new standard for visualizing the invisible?
Do we need a new standard for visualizing the invisible?SANGHEE SHIN
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesDavid Newbury
 
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
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...Aggregage
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Adtran
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAshyamraj55
 
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
 
Computer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsComputer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsSeth Reyes
 
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
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopBachir Benyammi
 
Empowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintEmpowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintMahmoud Rabie
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
Introduction to Quantum Computing
Introduction to Quantum ComputingIntroduction to Quantum Computing
Introduction to Quantum ComputingGDSC PJATK
 

Recently uploaded (20)

OpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability AdventureOpenShift Commons Paris - Choose Your Own Observability Adventure
OpenShift Commons Paris - Choose Your Own Observability Adventure
 
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
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7
 
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
 
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
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
Digital magic. A small project for controlling smart light bulbs.
Digital magic. A small project for controlling smart light bulbs.Digital magic. A small project for controlling smart light bulbs.
Digital magic. A small project for controlling smart light bulbs.
 
Do we need a new standard for visualizing the invisible?
Do we need a new standard for visualizing the invisible?Do we need a new standard for visualizing the invisible?
Do we need a new standard for visualizing the invisible?
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond Ontologies
 
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
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
 
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
 
Computer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and HazardsComputer 10: Lesson 10 - Online Crimes and Hazards
Computer 10: Lesson 10 - Online Crimes and Hazards
 
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
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 Workshop
 
Empowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership BlueprintEmpowering Africa's Next Generation: The AI Leadership Blueprint
Empowering Africa's Next Generation: The AI Leadership Blueprint
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
Introduction to Quantum Computing
Introduction to Quantum ComputingIntroduction to Quantum Computing
Introduction to Quantum Computing
 

Schindel i evobio norman ok - jun 11