SlideShare a Scribd company logo
Testing academic code
OR “HOW TO AVOID HAVING TO RETRACT YOUR
PAPER”
https://neurohackweek.github.io/software-testing-for-scientists/
Meet Dr. Geoffrey Chang
https://neurohackweek.github.io/software-testing-for-scientists/
Meet Dr. Geoffrey Chang
https://neurohackweek.github.io/software-testing-for-scientists/
Meet Dr. Geoffrey Chang
https://neurohackweek.github.io/software-testing-for-scientists/
Types of tests
 Smoke tests
 Assertion tests
 Unit tests
https://neurohackweek.github.io/software-testing-for-scientists/
https://neurohackweek.github.io/software-testing-for-
scientists/
Smoke tests
https://neurohackweek.github.io/software-testing-for-scientists/
Continuous integration
https://neurohackweek.github.io/software-testing-for-scientists/
Assertion tests
https://neurohackweek.github.io/software-testing-for-scientists/
Meet Dr. Geoffrey Chang
“Since that time, however, Chang has published
other papers in the field of structural
biology,[4][5] and has been awarded a EUREKA grant,
"for exceptionally innovative research projects that
could have an extraordinarily significant impact on
many areas of science," from the National Institutes
of Health.[6]”
https://neurohackweek.github.io/software-testing-for-scientists/

More Related Content

Viewers also liked

Towards open and reproducible neuroscience in the age of big data
Towards open and  reproducible neuroscience in the age of big dataTowards open and  reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big data
Krzysztof Gorgolewski
 
The Brain Imaging Data Structure (OHBM 2016)
The Brain Imaging Data Structure (OHBM 2016)The Brain Imaging Data Structure (OHBM 2016)
The Brain Imaging Data Structure (OHBM 2016)
Krzysztof Gorgolewski
 
FMRIPREP - robust and easy to use fMRI preprocessing pipeline
FMRIPREP - robust and easy to use fMRI preprocessing pipelineFMRIPREP - robust and easy to use fMRI preprocessing pipeline
FMRIPREP - robust and easy to use fMRI preprocessing pipeline
Krzysztof Gorgolewski
 
Study pre-registration: Benefits and considerations
Study pre-registration: Benefits and considerationsStudy pre-registration: Benefits and considerations
Study pre-registration: Benefits and considerations
Krzysztof Gorgolewski
 
Brain Imaging Data Structure
Brain Imaging Data StructureBrain Imaging Data Structure
Brain Imaging Data Structure
Krzysztof Gorgolewski
 
FMRIPREP & MRIQC Focus: MRIQC
FMRIPREP & MRIQC Focus: MRIQCFMRIPREP & MRIQC Focus: MRIQC
FMRIPREP & MRIQC Focus: MRIQC
Oscar Esteban
 
Brain Imaging Data Structure and Center for Reproducible Neuroscince
Brain Imaging Data Structure and Center for Reproducible NeuroscinceBrain Imaging Data Structure and Center for Reproducible Neuroscince
Brain Imaging Data Structure and Center for Reproducible Neuroscince
Krzysztof Gorgolewski
 
Quality control for structural and functional MRI
Quality control for structural and functional MRIQuality control for structural and functional MRI
Quality control for structural and functional MRI
Krzysztof Gorgolewski
 
Evaluation of full brain parcellation schemes using the NeuroVault database o...
Evaluation of full brain parcellation schemes using the NeuroVault database o...Evaluation of full brain parcellation schemes using the NeuroVault database o...
Evaluation of full brain parcellation schemes using the NeuroVault database o...
Krzysztof Gorgolewski
 
Share and Reuse: how data sharing can take your research to the next level
Share and Reuse: how data sharing can take your research to the next levelShare and Reuse: how data sharing can take your research to the next level
Share and Reuse: how data sharing can take your research to the next level
Krzysztof Gorgolewski
 
Meta analysis in neuroimaging 101
Meta analysis in neuroimaging 101Meta analysis in neuroimaging 101
Meta analysis in neuroimaging 101
Krzysztof Gorgolewski
 

Viewers also liked (11)

Towards open and reproducible neuroscience in the age of big data
Towards open and  reproducible neuroscience in the age of big dataTowards open and  reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big data
 
The Brain Imaging Data Structure (OHBM 2016)
The Brain Imaging Data Structure (OHBM 2016)The Brain Imaging Data Structure (OHBM 2016)
The Brain Imaging Data Structure (OHBM 2016)
 
FMRIPREP - robust and easy to use fMRI preprocessing pipeline
FMRIPREP - robust and easy to use fMRI preprocessing pipelineFMRIPREP - robust and easy to use fMRI preprocessing pipeline
FMRIPREP - robust and easy to use fMRI preprocessing pipeline
 
Study pre-registration: Benefits and considerations
Study pre-registration: Benefits and considerationsStudy pre-registration: Benefits and considerations
Study pre-registration: Benefits and considerations
 
Brain Imaging Data Structure
Brain Imaging Data StructureBrain Imaging Data Structure
Brain Imaging Data Structure
 
FMRIPREP & MRIQC Focus: MRIQC
FMRIPREP & MRIQC Focus: MRIQCFMRIPREP & MRIQC Focus: MRIQC
FMRIPREP & MRIQC Focus: MRIQC
 
Brain Imaging Data Structure and Center for Reproducible Neuroscince
Brain Imaging Data Structure and Center for Reproducible NeuroscinceBrain Imaging Data Structure and Center for Reproducible Neuroscince
Brain Imaging Data Structure and Center for Reproducible Neuroscince
 
Quality control for structural and functional MRI
Quality control for structural and functional MRIQuality control for structural and functional MRI
Quality control for structural and functional MRI
 
Evaluation of full brain parcellation schemes using the NeuroVault database o...
Evaluation of full brain parcellation schemes using the NeuroVault database o...Evaluation of full brain parcellation schemes using the NeuroVault database o...
Evaluation of full brain parcellation schemes using the NeuroVault database o...
 
Share and Reuse: how data sharing can take your research to the next level
Share and Reuse: how data sharing can take your research to the next levelShare and Reuse: how data sharing can take your research to the next level
Share and Reuse: how data sharing can take your research to the next level
 
Meta analysis in neuroimaging 101
Meta analysis in neuroimaging 101Meta analysis in neuroimaging 101
Meta analysis in neuroimaging 101
 

Similar to Software testing for scientists

Exploring Exploratory Testing
Exploring Exploratory TestingExploring Exploratory Testing
Exploring Exploratory Testing
nazeer pasha
 
Deploying Straight to Production
Deploying Straight to ProductionDeploying Straight to Production
Deploying Straight to Production
Mark Baker
 
Reproducibility: 10 Simple Rules
Reproducibility: 10 Simple RulesReproducibility: 10 Simple Rules
Reproducibility: 10 Simple Rules
Annika Eriksson
 
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
Laura M. Castro
 
How to not blow up spaceships
How to not blow up spaceshipsHow to not blow up spaceships
How to not blow up spaceships
Sabin Marcu
 
Making Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and AnnotationsMaking Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and Annotations
João André Carriço
 
20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong
Lancaster University Library
 
Exploring and accessing knowledge in Research
Exploring and accessing knowledge in ResearchExploring and accessing knowledge in Research
Exploring and accessing knowledge in Research
Nabeel Salih Ali
 
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
Stian Soiland-Reyes
 
Dr scratch, Automatic analysis of Scratch projects to assess the development ...
Dr scratch, Automatic analysis of Scratch projects to assess the development ...Dr scratch, Automatic analysis of Scratch projects to assess the development ...
Dr scratch, Automatic analysis of Scratch projects to assess the development ...
Jesús Moreno León
 
Abcd iqs ssoftware-projects-mercecrosas
Abcd iqs ssoftware-projects-mercecrosasAbcd iqs ssoftware-projects-mercecrosas
Abcd iqs ssoftware-projects-mercecrosas
Merce Crosas
 
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
Sho Yoshida
 
Using ADAGE for pathway-style analyses
Using ADAGE for pathway-style analysesUsing ADAGE for pathway-style analyses
Using ADAGE for pathway-style analyses
Casey Greene
 
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecerTDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
Stefan Teixeira
 
Feature flags, a/b testing, canary amd split traffic ~ hail new agile po
Feature flags, a/b testing, canary amd split traffic ~ hail new agile poFeature flags, a/b testing, canary amd split traffic ~ hail new agile po
Feature flags, a/b testing, canary amd split traffic ~ hail new agile po
Diego Pacheco
 
HiGlass & Friends
HiGlass & FriendsHiGlass & Friends
HiGlass & Friends
Nils Gehlenborg
 
Co-OP Presentation
Co-OP PresentationCo-OP Presentation
Co-OP Presentation
Elijah Willie
 
Open Source codes of trajectory prediction & behavior planning
Open Source codes of trajectory prediction & behavior planningOpen Source codes of trajectory prediction & behavior planning
Open Source codes of trajectory prediction & behavior planning
Yu Huang
 
Well That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
Well That's Random - Automated Fuzzy Browser Clicking by Paul GrizzaffiWell That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
Well That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
Sauce Labs
 
ISMB Workshop 2014
ISMB Workshop 2014ISMB Workshop 2014
ISMB Workshop 2014
Alejandra Gonzalez-Beltran
 

Similar to Software testing for scientists (20)

Exploring Exploratory Testing
Exploring Exploratory TestingExploring Exploratory Testing
Exploring Exploratory Testing
 
Deploying Straight to Production
Deploying Straight to ProductionDeploying Straight to Production
Deploying Straight to Production
 
Reproducibility: 10 Simple Rules
Reproducibility: 10 Simple RulesReproducibility: 10 Simple Rules
Reproducibility: 10 Simple Rules
 
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
A Backpack to go the Extra-Functional Mile (a hitched hike by the PROWESS pro...
 
How to not blow up spaceships
How to not blow up spaceshipsHow to not blow up spaceships
How to not blow up spaceships
 
Making Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and AnnotationsMaking Use of NGS Data: From Reads to Trees and Annotations
Making Use of NGS Data: From Reads to Trees and Annotations
 
20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong20171003 lancaster data conversations Chue-Hong
20171003 lancaster data conversations Chue-Hong
 
Exploring and accessing knowledge in Research
Exploring and accessing knowledge in ResearchExploring and accessing knowledge in Research
Exploring and accessing knowledge in Research
 
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
2013-07-19 myExperiment research objects, beyond workflows and packs (PPTX)
 
Dr scratch, Automatic analysis of Scratch projects to assess the development ...
Dr scratch, Automatic analysis of Scratch projects to assess the development ...Dr scratch, Automatic analysis of Scratch projects to assess the development ...
Dr scratch, Automatic analysis of Scratch projects to assess the development ...
 
Abcd iqs ssoftware-projects-mercecrosas
Abcd iqs ssoftware-projects-mercecrosasAbcd iqs ssoftware-projects-mercecrosas
Abcd iqs ssoftware-projects-mercecrosas
 
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
Continuous Integration for Pharo Smalltalk Part 2 (Smalltalk and Travis CI)
 
Using ADAGE for pathway-style analyses
Using ADAGE for pathway-style analysesUsing ADAGE for pathway-style analyses
Using ADAGE for pathway-style analyses
 
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecerTDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
TDC 2016 SP - 5 libs de teste JavaScript que você deveria conhecer
 
Feature flags, a/b testing, canary amd split traffic ~ hail new agile po
Feature flags, a/b testing, canary amd split traffic ~ hail new agile poFeature flags, a/b testing, canary amd split traffic ~ hail new agile po
Feature flags, a/b testing, canary amd split traffic ~ hail new agile po
 
HiGlass & Friends
HiGlass & FriendsHiGlass & Friends
HiGlass & Friends
 
Co-OP Presentation
Co-OP PresentationCo-OP Presentation
Co-OP Presentation
 
Open Source codes of trajectory prediction & behavior planning
Open Source codes of trajectory prediction & behavior planningOpen Source codes of trajectory prediction & behavior planning
Open Source codes of trajectory prediction & behavior planning
 
Well That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
Well That's Random - Automated Fuzzy Browser Clicking by Paul GrizzaffiWell That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
Well That's Random - Automated Fuzzy Browser Clicking by Paul Grizzaffi
 
ISMB Workshop 2014
ISMB Workshop 2014ISMB Workshop 2014
ISMB Workshop 2014
 

More from Krzysztof Gorgolewski

Reproducibility and replicability: a practical approach
Reproducibility and replicability: a practical approachReproducibility and replicability: a practical approach
Reproducibility and replicability: a practical approach
Krzysztof Gorgolewski
 
ML Researcher’s Guide to Open Brain Imaging Data
ML Researcher’s Guide to Open Brain Imaging DataML Researcher’s Guide to Open Brain Imaging Data
ML Researcher’s Guide to Open Brain Imaging Data
Krzysztof Gorgolewski
 
Avoiding the tower of babel - The Role of Data Description Standards in Biome...
Avoiding the tower of babel - The Role of Data Description Standards in Biome...Avoiding the tower of babel - The Role of Data Description Standards in Biome...
Avoiding the tower of babel - The Role of Data Description Standards in Biome...
Krzysztof Gorgolewski
 
A practical guide to practicing open science
A practical guide to practicing open scienceA practical guide to practicing open science
A practical guide to practicing open science
Krzysztof Gorgolewski
 
Towards open and reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big dataTowards open and reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big data
Krzysztof Gorgolewski
 
Modern tools for sharing and synthesizing neuroimaging results
Modern tools for sharing and synthesizing neuroimaging resultsModern tools for sharing and synthesizing neuroimaging results
Modern tools for sharing and synthesizing neuroimaging results
Krzysztof Gorgolewski
 
OpenNeuro: a free online platform for sharing and analysis of neuroimaging data
OpenNeuro: a free online platform for sharing and analysis of neuroimaging dataOpenNeuro: a free online platform for sharing and analysis of neuroimaging data
OpenNeuro: a free online platform for sharing and analysis of neuroimaging data
Krzysztof Gorgolewski
 
Containers in Science: neuroimaging use cases
Containers in Science: neuroimaging use casesContainers in Science: neuroimaging use cases
Containers in Science: neuroimaging use cases
Krzysztof Gorgolewski
 
Data sharing in neuroimaging: incentives, tools, and challenges
Data sharing in neuroimaging: incentives, tools, and challengesData sharing in neuroimaging: incentives, tools, and challenges
Data sharing in neuroimaging: incentives, tools, and challenges
Krzysztof Gorgolewski
 
Making data sharing count
Making data sharing countMaking data sharing count
Making data sharing count
Krzysztof Gorgolewski
 
If you liked it you should've put a p-value on it ...or not
If you liked it you should've put a p-value on it ...or notIf you liked it you should've put a p-value on it ...or not
If you liked it you should've put a p-value on it ...or not
Krzysztof Gorgolewski
 
NeuroVault and the vision for data sharing in neuroimaging
NeuroVault and the vision for data sharing in neuroimagingNeuroVault and the vision for data sharing in neuroimaging
NeuroVault and the vision for data sharing in neuroimaging
Krzysztof Gorgolewski
 
Reusable Science: How not to slip from the shoulders of giants
Reusable Science: How not to slip from the shoulders of giantsReusable Science: How not to slip from the shoulders of giants
Reusable Science: How not to slip from the shoulders of giants
Krzysztof Gorgolewski
 

More from Krzysztof Gorgolewski (13)

Reproducibility and replicability: a practical approach
Reproducibility and replicability: a practical approachReproducibility and replicability: a practical approach
Reproducibility and replicability: a practical approach
 
ML Researcher’s Guide to Open Brain Imaging Data
ML Researcher’s Guide to Open Brain Imaging DataML Researcher’s Guide to Open Brain Imaging Data
ML Researcher’s Guide to Open Brain Imaging Data
 
Avoiding the tower of babel - The Role of Data Description Standards in Biome...
Avoiding the tower of babel - The Role of Data Description Standards in Biome...Avoiding the tower of babel - The Role of Data Description Standards in Biome...
Avoiding the tower of babel - The Role of Data Description Standards in Biome...
 
A practical guide to practicing open science
A practical guide to practicing open scienceA practical guide to practicing open science
A practical guide to practicing open science
 
Towards open and reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big dataTowards open and reproducible neuroscience in the age of big data
Towards open and reproducible neuroscience in the age of big data
 
Modern tools for sharing and synthesizing neuroimaging results
Modern tools for sharing and synthesizing neuroimaging resultsModern tools for sharing and synthesizing neuroimaging results
Modern tools for sharing and synthesizing neuroimaging results
 
OpenNeuro: a free online platform for sharing and analysis of neuroimaging data
OpenNeuro: a free online platform for sharing and analysis of neuroimaging dataOpenNeuro: a free online platform for sharing and analysis of neuroimaging data
OpenNeuro: a free online platform for sharing and analysis of neuroimaging data
 
Containers in Science: neuroimaging use cases
Containers in Science: neuroimaging use casesContainers in Science: neuroimaging use cases
Containers in Science: neuroimaging use cases
 
Data sharing in neuroimaging: incentives, tools, and challenges
Data sharing in neuroimaging: incentives, tools, and challengesData sharing in neuroimaging: incentives, tools, and challenges
Data sharing in neuroimaging: incentives, tools, and challenges
 
Making data sharing count
Making data sharing countMaking data sharing count
Making data sharing count
 
If you liked it you should've put a p-value on it ...or not
If you liked it you should've put a p-value on it ...or notIf you liked it you should've put a p-value on it ...or not
If you liked it you should've put a p-value on it ...or not
 
NeuroVault and the vision for data sharing in neuroimaging
NeuroVault and the vision for data sharing in neuroimagingNeuroVault and the vision for data sharing in neuroimaging
NeuroVault and the vision for data sharing in neuroimaging
 
Reusable Science: How not to slip from the shoulders of giants
Reusable Science: How not to slip from the shoulders of giantsReusable Science: How not to slip from the shoulders of giants
Reusable Science: How not to slip from the shoulders of giants
 

Recently uploaded

Genetics Teaching Plan: Dr.Kshirsagar R.V.
Genetics Teaching Plan: Dr.Kshirsagar R.V.Genetics Teaching Plan: Dr.Kshirsagar R.V.
Genetics Teaching Plan: Dr.Kshirsagar R.V.
DrRavindrakshirsagar1
 
FINAL MATATAG Science CG 2023 Grades 3-10.pdf
FINAL MATATAG Science CG 2023 Grades 3-10.pdfFINAL MATATAG Science CG 2023 Grades 3-10.pdf
FINAL MATATAG Science CG 2023 Grades 3-10.pdf
maritescanete2
 
ASP.NET Core Interview Questions PDF By ScholarHat.pdf
ASP.NET Core Interview Questions PDF By ScholarHat.pdfASP.NET Core Interview Questions PDF By ScholarHat.pdf
ASP.NET Core Interview Questions PDF By ScholarHat.pdf
Scholarhat
 
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
Nguyen Thanh Tu Collection
 
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
Nguyen Thanh Tu Collection
 
Odoo 17 Events - Attendees List Scanning
Odoo 17 Events - Attendees List ScanningOdoo 17 Events - Attendees List Scanning
Odoo 17 Events - Attendees List Scanning
Celine George
 
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
Alvaro Barbosa
 
C# Interview Questions PDF By ScholarHat.pdf
C# Interview Questions PDF By ScholarHat.pdfC# Interview Questions PDF By ScholarHat.pdf
C# Interview Questions PDF By ScholarHat.pdf
Scholarhat
 
Lecture Notes Unit4 Chapter13 users , roles and privileges
Lecture Notes Unit4 Chapter13 users , roles and privilegesLecture Notes Unit4 Chapter13 users , roles and privileges
Lecture Notes Unit4 Chapter13 users , roles and privileges
Murugan146644
 
SQL Server Interview Questions PDF By ScholarHat
SQL Server Interview Questions PDF By ScholarHatSQL Server Interview Questions PDF By ScholarHat
SQL Server Interview Questions PDF By ScholarHat
Scholarhat
 
View Inheritance in Odoo 17 - Odoo 17 Slides
View Inheritance in Odoo 17 - Odoo 17  SlidesView Inheritance in Odoo 17 - Odoo 17  Slides
View Inheritance in Odoo 17 - Odoo 17 Slides
Celine George
 
MathematicsGrade7-Presentation-July-12024.pptx
MathematicsGrade7-Presentation-July-12024.pptxMathematicsGrade7-Presentation-July-12024.pptx
MathematicsGrade7-Presentation-July-12024.pptx
nolicaliso1
 
A beginner’s guide to project reviews - everything you wanted to know but wer...
A beginner’s guide to project reviews - everything you wanted to know but wer...A beginner’s guide to project reviews - everything you wanted to know but wer...
A beginner’s guide to project reviews - everything you wanted to know but wer...
Association for Project Management
 
How to Empty a One2Many Field in Odoo 17
How to Empty a One2Many Field in Odoo 17How to Empty a One2Many Field in Odoo 17
How to Empty a One2Many Field in Odoo 17
Celine George
 
Introduction to Banking System in India.ppt
Introduction to Banking System in India.pptIntroduction to Banking System in India.ppt
Introduction to Banking System in India.ppt
Dr. S. Bulomine Regi
 
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
MANIVALANSR
 
Open Source and AI - ByWater Closing Keynote Presentation.pdf
Open Source and AI - ByWater Closing Keynote Presentation.pdfOpen Source and AI - ByWater Closing Keynote Presentation.pdf
Open Source and AI - ByWater Closing Keynote Presentation.pdf
Jessica Zairo
 
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
Codeavour International
 
E-learning Odoo 17 New features - Odoo 17 Slides
E-learning Odoo 17  New features - Odoo 17 SlidesE-learning Odoo 17  New features - Odoo 17 Slides
E-learning Odoo 17 New features - Odoo 17 Slides
Celine George
 
How To Sell Hamster Kombat Coin In Pre-market
How To Sell Hamster Kombat Coin In Pre-marketHow To Sell Hamster Kombat Coin In Pre-market
How To Sell Hamster Kombat Coin In Pre-market
Sikandar Ali
 

Recently uploaded (20)

Genetics Teaching Plan: Dr.Kshirsagar R.V.
Genetics Teaching Plan: Dr.Kshirsagar R.V.Genetics Teaching Plan: Dr.Kshirsagar R.V.
Genetics Teaching Plan: Dr.Kshirsagar R.V.
 
FINAL MATATAG Science CG 2023 Grades 3-10.pdf
FINAL MATATAG Science CG 2023 Grades 3-10.pdfFINAL MATATAG Science CG 2023 Grades 3-10.pdf
FINAL MATATAG Science CG 2023 Grades 3-10.pdf
 
ASP.NET Core Interview Questions PDF By ScholarHat.pdf
ASP.NET Core Interview Questions PDF By ScholarHat.pdfASP.NET Core Interview Questions PDF By ScholarHat.pdf
ASP.NET Core Interview Questions PDF By ScholarHat.pdf
 
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
BÀI TẬP BỔ TRỢ 4 KỸ NĂNG TIẾNG ANH LỚP 12 - GLOBAL SUCCESS - FORM MỚI 2025 - ...
 
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
BỘ ĐỀ THI HỌC SINH GIỎI CÁC TỈNH MÔN TIẾNG ANH LỚP 9 NĂM HỌC 2023-2024 (CÓ FI...
 
Odoo 17 Events - Attendees List Scanning
Odoo 17 Events - Attendees List ScanningOdoo 17 Events - Attendees List Scanning
Odoo 17 Events - Attendees List Scanning
 
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
Benchmarking Sustainability: Neurosciences and AI Tech Research in Macau - Ke...
 
C# Interview Questions PDF By ScholarHat.pdf
C# Interview Questions PDF By ScholarHat.pdfC# Interview Questions PDF By ScholarHat.pdf
C# Interview Questions PDF By ScholarHat.pdf
 
Lecture Notes Unit4 Chapter13 users , roles and privileges
Lecture Notes Unit4 Chapter13 users , roles and privilegesLecture Notes Unit4 Chapter13 users , roles and privileges
Lecture Notes Unit4 Chapter13 users , roles and privileges
 
SQL Server Interview Questions PDF By ScholarHat
SQL Server Interview Questions PDF By ScholarHatSQL Server Interview Questions PDF By ScholarHat
SQL Server Interview Questions PDF By ScholarHat
 
View Inheritance in Odoo 17 - Odoo 17 Slides
View Inheritance in Odoo 17 - Odoo 17  SlidesView Inheritance in Odoo 17 - Odoo 17  Slides
View Inheritance in Odoo 17 - Odoo 17 Slides
 
MathematicsGrade7-Presentation-July-12024.pptx
MathematicsGrade7-Presentation-July-12024.pptxMathematicsGrade7-Presentation-July-12024.pptx
MathematicsGrade7-Presentation-July-12024.pptx
 
A beginner’s guide to project reviews - everything you wanted to know but wer...
A beginner’s guide to project reviews - everything you wanted to know but wer...A beginner’s guide to project reviews - everything you wanted to know but wer...
A beginner’s guide to project reviews - everything you wanted to know but wer...
 
How to Empty a One2Many Field in Odoo 17
How to Empty a One2Many Field in Odoo 17How to Empty a One2Many Field in Odoo 17
How to Empty a One2Many Field in Odoo 17
 
Introduction to Banking System in India.ppt
Introduction to Banking System in India.pptIntroduction to Banking System in India.ppt
Introduction to Banking System in India.ppt
 
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
slidesgo-mastering-the-art-of-listening-insights-from-robin-sharma-2024070718...
 
Open Source and AI - ByWater Closing Keynote Presentation.pdf
Open Source and AI - ByWater Closing Keynote Presentation.pdfOpen Source and AI - ByWater Closing Keynote Presentation.pdf
Open Source and AI - ByWater Closing Keynote Presentation.pdf
 
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
Codeavour 5.0 International Impact Report - The Biggest International AI, Cod...
 
E-learning Odoo 17 New features - Odoo 17 Slides
E-learning Odoo 17  New features - Odoo 17 SlidesE-learning Odoo 17  New features - Odoo 17 Slides
E-learning Odoo 17 New features - Odoo 17 Slides
 
How To Sell Hamster Kombat Coin In Pre-market
How To Sell Hamster Kombat Coin In Pre-marketHow To Sell Hamster Kombat Coin In Pre-market
How To Sell Hamster Kombat Coin In Pre-market
 

Software testing for scientists