SlideShare une entreprise Scribd logo
1  sur  20
CAQDAS   Computer Assisted Qualitative  Data Analysis Software G. Andrew Page University of Alaska Anchorage
The Problem Stress from  data analysis
What is  CAQDAS ?  (pronounced “ cactus ”) ,[object Object]
What will CAQDAS do? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Approach ,[object Object]
Platform, URL’s & Demos ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Coding ,[object Object],[object Object]
MaxQDA Examples
Axial Coding ,[object Object],[object Object],[object Object],[object Object],[object Object]
Axial Example
Selective Coding ,[object Object],[object Object]
Code System
Frequency of Codes
Memo Manager
Overview of  Coded Segments
Boolean Search
In conclusion… ,[object Object],[object Object],[object Object],[object Object]
Stress Redux
It’s “W” time You never know what will happen when conducting research!
Below: Air Force One and Pres. George W. Bush, April 2, 2004 in the county where I was conducting my dissertation research.

Contenu connexe

Tendances

Data mining an introduction
Data mining an introductionData mining an introduction
Data mining an introductionDr-Dipali Meher
 
Classification and Clustering
Classification and ClusteringClassification and Clustering
Classification and ClusteringEng Teong Cheah
 
Building Azure Machine Learning Models
Building Azure Machine Learning ModelsBuilding Azure Machine Learning Models
Building Azure Machine Learning ModelsEng Teong Cheah
 
Data Analyst Roles & Responsibilities | Edureka
Data Analyst Roles & Responsibilities | EdurekaData Analyst Roles & Responsibilities | Edureka
Data Analyst Roles & Responsibilities | EdurekaEdureka!
 
Data mining techniques unit 2
Data mining techniques unit 2Data mining techniques unit 2
Data mining techniques unit 2malathieswaran29
 
Big data Intro - Presentation to OCHackerz Meetup Group
Big data Intro - Presentation to OCHackerz Meetup GroupBig data Intro - Presentation to OCHackerz Meetup Group
Big data Intro - Presentation to OCHackerz Meetup GroupSri Kanajan
 
From Knowledge Bases to Knowledge Infrastructures for Intelligent Systems
From Knowledge Bases to Knowledge Infrastructures for Intelligent SystemsFrom Knowledge Bases to Knowledge Infrastructures for Intelligent Systems
From Knowledge Bases to Knowledge Infrastructures for Intelligent SystemsMathieu d'Aquin
 
Next generation of data scientist
Next generation of data scientistNext generation of data scientist
Next generation of data scientistTanujaSomvanshi1
 
Data Analytics Features and Concepts
Data Analytics Features and ConceptsData Analytics Features and Concepts
Data Analytics Features and Conceptsijtsrd
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Miningsnoreen
 
Data analysis – using computers
Data analysis – using computersData analysis – using computers
Data analysis – using computersNoonapau
 
Introduction of data science
Introduction of data scienceIntroduction of data science
Introduction of data scienceTanujaSomvanshi1
 
Data pre processing
Data pre processingData pre processing
Data pre processingpommurajopt
 
Introduction to Datamining Concept and Techniques
Introduction to Datamining Concept and TechniquesIntroduction to Datamining Concept and Techniques
Introduction to Datamining Concept and TechniquesSơn Còm Nhom
 
Data preprocessing
Data preprocessingData preprocessing
Data preprocessingHarry Potter
 

Tendances (18)

Data mining an introduction
Data mining an introductionData mining an introduction
Data mining an introduction
 
Classification and Clustering
Classification and ClusteringClassification and Clustering
Classification and Clustering
 
Building Azure Machine Learning Models
Building Azure Machine Learning ModelsBuilding Azure Machine Learning Models
Building Azure Machine Learning Models
 
Data Analyst Roles & Responsibilities | Edureka
Data Analyst Roles & Responsibilities | EdurekaData Analyst Roles & Responsibilities | Edureka
Data Analyst Roles & Responsibilities | Edureka
 
Data analytics
Data analyticsData analytics
Data analytics
 
Data mining techniques unit 2
Data mining techniques unit 2Data mining techniques unit 2
Data mining techniques unit 2
 
Big data Intro - Presentation to OCHackerz Meetup Group
Big data Intro - Presentation to OCHackerz Meetup GroupBig data Intro - Presentation to OCHackerz Meetup Group
Big data Intro - Presentation to OCHackerz Meetup Group
 
From Knowledge Bases to Knowledge Infrastructures for Intelligent Systems
From Knowledge Bases to Knowledge Infrastructures for Intelligent SystemsFrom Knowledge Bases to Knowledge Infrastructures for Intelligent Systems
From Knowledge Bases to Knowledge Infrastructures for Intelligent Systems
 
Next generation of data scientist
Next generation of data scientistNext generation of data scientist
Next generation of data scientist
 
Data Analytics Features and Concepts
Data Analytics Features and ConceptsData Analytics Features and Concepts
Data Analytics Features and Concepts
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
Data analysis – using computers
Data analysis – using computersData analysis – using computers
Data analysis – using computers
 
Data preprocessing
Data preprocessingData preprocessing
Data preprocessing
 
Introduction of data science
Introduction of data scienceIntroduction of data science
Introduction of data science
 
Data pre processing
Data pre processingData pre processing
Data pre processing
 
Introduction to Datamining Concept and Techniques
Introduction to Datamining Concept and TechniquesIntroduction to Datamining Concept and Techniques
Introduction to Datamining Concept and Techniques
 
1234
12341234
1234
 
Data preprocessing
Data preprocessingData preprocessing
Data preprocessing
 

Similaire à Caqdas

Data mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationData mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationDr. Abdul Ahad Abro
 
Cssu dw dm
Cssu dw dmCssu dw dm
Cssu dw dmsumit621
 
Leveraging Graphs for AI and ML - Alicia Frame, Neo4j
Leveraging Graphs for AI and ML - Alicia Frame, Neo4jLeveraging Graphs for AI and ML - Alicia Frame, Neo4j
Leveraging Graphs for AI and ML - Alicia Frame, Neo4jNeo4j
 
GraphTour 2020 - Graphs & AI: A Path for Data Science
GraphTour 2020 - Graphs & AI: A Path for Data ScienceGraphTour 2020 - Graphs & AI: A Path for Data Science
GraphTour 2020 - Graphs & AI: A Path for Data ScienceNeo4j
 
Machine learning Algorithms
Machine learning AlgorithmsMachine learning Algorithms
Machine learning AlgorithmsWalaa Hamdy Assy
 
Data analytics and visualization
Data analytics and visualizationData analytics and visualization
Data analytics and visualizationVini Vasundharan
 
Poster: Digital Qualitative Codebook
Poster:  Digital Qualitative CodebookPoster:  Digital Qualitative Codebook
Poster: Digital Qualitative CodebookShalin Hai-Jew
 
Azure Databricks for Data Scientists
Azure Databricks for Data ScientistsAzure Databricks for Data Scientists
Azure Databricks for Data ScientistsRichard Garris
 
Knowledge discovery claudiad amato
Knowledge discovery claudiad amatoKnowledge discovery claudiad amato
Knowledge discovery claudiad amatoSSSW
 
Nidoy_Grounded Theory by Corbin & Strauss.pptx
Nidoy_Grounded Theory by Corbin & Strauss.pptxNidoy_Grounded Theory by Corbin & Strauss.pptx
Nidoy_Grounded Theory by Corbin & Strauss.pptxChristyPansyNidoy
 
Python for Data Analysis: A Comprehensive Guide
Python for Data Analysis: A Comprehensive GuidePython for Data Analysis: A Comprehensive Guide
Python for Data Analysis: A Comprehensive GuideAivada
 
Data mining concepts and work
Data mining concepts and workData mining concepts and work
Data mining concepts and workAmr Abd El Latief
 

Similaire à Caqdas (20)

Data mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationData mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, Classification
 
Algorithms and Data Structures~hmftj
Algorithms and Data Structures~hmftjAlgorithms and Data Structures~hmftj
Algorithms and Data Structures~hmftj
 
Chapter 1: Introduction to Data Mining
Chapter 1: Introduction to Data MiningChapter 1: Introduction to Data Mining
Chapter 1: Introduction to Data Mining
 
Cssu dw dm
Cssu dw dmCssu dw dm
Cssu dw dm
 
Introduction to Data Mining
Introduction to Data MiningIntroduction to Data Mining
Introduction to Data Mining
 
Seminar Presentation
Seminar PresentationSeminar Presentation
Seminar Presentation
 
Leveraging Graphs for AI and ML - Alicia Frame, Neo4j
Leveraging Graphs for AI and ML - Alicia Frame, Neo4jLeveraging Graphs for AI and ML - Alicia Frame, Neo4j
Leveraging Graphs for AI and ML - Alicia Frame, Neo4j
 
DM
DMDM
DM
 
GraphTour 2020 - Graphs & AI: A Path for Data Science
GraphTour 2020 - Graphs & AI: A Path for Data ScienceGraphTour 2020 - Graphs & AI: A Path for Data Science
GraphTour 2020 - Graphs & AI: A Path for Data Science
 
Data mining
Data miningData mining
Data mining
 
Machine learning Algorithms
Machine learning AlgorithmsMachine learning Algorithms
Machine learning Algorithms
 
Data analytics and visualization
Data analytics and visualizationData analytics and visualization
Data analytics and visualization
 
Talk
TalkTalk
Talk
 
Poster: Digital Qualitative Codebook
Poster:  Digital Qualitative CodebookPoster:  Digital Qualitative Codebook
Poster: Digital Qualitative Codebook
 
Azure Databricks for Data Scientists
Azure Databricks for Data ScientistsAzure Databricks for Data Scientists
Azure Databricks for Data Scientists
 
Knowledge discovery claudiad amato
Knowledge discovery claudiad amatoKnowledge discovery claudiad amato
Knowledge discovery claudiad amato
 
Nidoy_Grounded Theory by Corbin & Strauss.pptx
Nidoy_Grounded Theory by Corbin & Strauss.pptxNidoy_Grounded Theory by Corbin & Strauss.pptx
Nidoy_Grounded Theory by Corbin & Strauss.pptx
 
Python for Data Analysis: A Comprehensive Guide
Python for Data Analysis: A Comprehensive GuidePython for Data Analysis: A Comprehensive Guide
Python for Data Analysis: A Comprehensive Guide
 
Data mining concepts and work
Data mining concepts and workData mining concepts and work
Data mining concepts and work
 
Data mining-2
Data mining-2Data mining-2
Data mining-2
 

Plus de Savannah Technical College | Alaska Pacific University

Plus de Savannah Technical College | Alaska Pacific University (20)

Augmented reality + elearning: There is NO Kill Switch for the Awesomeness! n...
Augmented reality + elearning: There is NO Kill Switch for the Awesomeness! n...Augmented reality + elearning: There is NO Kill Switch for the Awesomeness! n...
Augmented reality + elearning: There is NO Kill Switch for the Awesomeness! n...
 
Open Courses 2012
Open  Courses 2012Open  Courses 2012
Open Courses 2012
 
UBD and Virtual Project based learning
UBD and Virtual Project based learningUBD and Virtual Project based learning
UBD and Virtual Project based learning
 
Nss social network_pbl_sl--page-smith-canavan3dc
Nss social network_pbl_sl--page-smith-canavan3dcNss social network_pbl_sl--page-smith-canavan3dc
Nss social network_pbl_sl--page-smith-canavan3dc
 
Transforming Courses To E Learning
Transforming Courses To E LearningTransforming Courses To E Learning
Transforming Courses To E Learning
 
Open source 2012
Open source 2012Open source 2012
Open source 2012
 
Qualitative Research Overview
Qualitative Research OverviewQualitative Research Overview
Qualitative Research Overview
 
Using Game Mechanics & Social Networking
Using Game Mechanics & Social NetworkingUsing Game Mechanics & Social Networking
Using Game Mechanics & Social Networking
 
Copyright
CopyrightCopyright
Copyright
 
Project Development Session 5
Project Development Session 5Project Development Session 5
Project Development Session 5
 
Jeopardy Fall 2009
Jeopardy Fall 2009Jeopardy Fall 2009
Jeopardy Fall 2009
 
Camtasia Studio 4 Example
Camtasia Studio 4 ExampleCamtasia Studio 4 Example
Camtasia Studio 4 Example
 
test
testtest
test
 
Top 10 Emerging Educational Technologies October 2008
Top 10 Emerging Educational Technologies October 2008Top 10 Emerging Educational Technologies October 2008
Top 10 Emerging Educational Technologies October 2008
 
Kms Seetal Wildisen English Version[2]
Kms Seetal Wildisen English Version[2]Kms Seetal Wildisen English Version[2]
Kms Seetal Wildisen English Version[2]
 
Open Courseware & Resources
Open Courseware & ResourcesOpen Courseware & Resources
Open Courseware & Resources
 
Top 10 Emerging Web-based Technologies (1.28.09)
Top 10 Emerging Web-based Technologies (1.28.09)Top 10 Emerging Web-based Technologies (1.28.09)
Top 10 Emerging Web-based Technologies (1.28.09)
 
BMEEC 2009 Opening Keynote
BMEEC 2009 Opening KeynoteBMEEC 2009 Opening Keynote
BMEEC 2009 Opening Keynote
 
Session 1 e-Learning
Session 1 e-LearningSession 1 e-Learning
Session 1 e-Learning
 
Technology Jeopardy
Technology JeopardyTechnology Jeopardy
Technology Jeopardy
 

Dernier

Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
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
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
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
 
"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
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
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
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
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
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
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
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 

Dernier (20)

Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
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
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
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!
 
"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...
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
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)
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
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
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
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
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 

Caqdas