SlideShare a Scribd company logo
1 of 32
The Synthesis of anti-malarial compounds using  Open Notebook Science Jean-Claude Bradley Oct 10, 2008 Drexel MiniSymposium Associate Professor of Chemistry Drexel University
Motivation:  Faster Science,   Better Science
Malaria Target: falcipain-2  involved in hemoglobin metabolism Dana.org
UsefulChem Project:  Open Primary Research in Drug Design using Web2.0 tools Docking Synthesis Testing Rajarshi Guha Indiana U JC Bradley Drexel U Phil Rosenthal UCSF (malaria) Dan Zaharevitz NCI (tumors) Tsu-Soo Tan Nanyang Inst.
BLOG WIKI Mailing List GoogleDocs Architecture: Distributed, Interlinked and Redundant   ChemSpider CDD FriendFeed Nature Precedings JoVE
Where’s the Beef?
Link to Lab Notebook Page in Wiki
Link to Molecules
Link to Docking Procedure  (Rajarshi Guha)
Link to Docking Results:  Lists of SMILES in GoogleDocs  (Rajarshi Guha)
Link to Raw Data with JSpecView (data in JCAMP-DX format) (by Robert Lancashire)
Conclusion is Fully Supported
How did this experiment evolve? Third party timestamp
Comparing wiki page versions
Comparing Experiments Ugi Master Table
[object Object],[object Object],[object Object],Reaction to Optimize
Mettler-Toledo MiniBlock System
Mettler-Toledo MiniMapper
XML reports from MiniMapper robot
GoogleDoc to program and report
Paper written on Wiki
References to papers, blog posts, lab notebook pages, raw data
Paper on Journal of Visualized Experiments (JoVE)
Pre-print on Nature Precedings
Best Yield: 66% 0.4 M methanol 1.2 eq imine
Methanol 0.4M xs of imine best
Outcome of Guha-Bradley-Rosenthal collboration
Measuring Solubilities in Southampton with Cameron Neylon Sept 3, 2008 usefulchem.wikispaces.com/exp207
Investigating solubilities in organic solvents Boc-glycine vanillin glucose NaCl
The Results in a GoogleDoc reliable unreliable
 
Acknowledgements ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Science Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionScience Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionJean-Claude Bradley
 
NITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkNITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkJean-Claude Bradley
 
Metadata Analyser: measuring metadata quality
Metadata Analyser: measuring metadata qualityMetadata Analyser: measuring metadata quality
Metadata Analyser: measuring metadata qualityFrancisco Couto
 
Nanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkNanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkJean-Claude Bradley
 
Integrative data management for reproducibility of microscopy experiments
Integrative data management for reproducibility of microscopy experimentsIntegrative data management for reproducibility of microscopy experiments
Integrative data management for reproducibility of microscopy experimentsSheeba Samuel
 
Open Notebook Science HUBzero 2011
Open Notebook Science HUBzero 2011Open Notebook Science HUBzero 2011
Open Notebook Science HUBzero 2011Jean-Claude Bradley
 
Bradley SLA Talk on Open Melting Point Collections
Bradley SLA Talk on Open Melting Point CollectionsBradley SLA Talk on Open Melting Point Collections
Bradley SLA Talk on Open Melting Point CollectionsJean-Claude Bradley
 
Collaboraive sharing of molecules and data in the mobile age
Collaboraive sharing of molecules and data in the mobile ageCollaboraive sharing of molecules and data in the mobile age
Collaboraive sharing of molecules and data in the mobile ageSean Ekins
 
Reproducibility in cheminformatics and computational chemistry research: cert...
Reproducibility in cheminformatics and computational chemistry research: cert...Reproducibility in cheminformatics and computational chemistry research: cert...
Reproducibility in cheminformatics and computational chemistry research: cert...Greg Landrum
 
Pizza club - February 2017 - Federico
Pizza club - February 2017 - FedericoPizza club - February 2017 - Federico
Pizza club - February 2017 - FedericoRSG Luxembourg
 
Amia tb-review-11
Amia tb-review-11Amia tb-review-11
Amia tb-review-11Russ Altman
 
Data Integration vs Transparency: Tackling the tension
Data Integration vs Transparency: Tackling the tensionData Integration vs Transparency: Tackling the tension
Data Integration vs Transparency: Tackling the tensionPaul Groth
 
Building a flexible infrastructure with Bioclipse, open source, and federated...
Building a flexible infrastructure with Bioclipse, open source, and federated...Building a flexible infrastructure with Bioclipse, open source, and federated...
Building a flexible infrastructure with Bioclipse, open source, and federated...Ola Spjuth
 
Asking the scientific literature to tell us about metabolism
Asking the scientific literature to tell us about metabolismAsking the scientific literature to tell us about metabolism
Asking the scientific literature to tell us about metabolismpetermurrayrust
 
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...Sean Ekins
 
Open Notebook Science and Preliminary Falcipain-2 Results
Open Notebook Science and Preliminary Falcipain-2 ResultsOpen Notebook Science and Preliminary Falcipain-2 Results
Open Notebook Science and Preliminary Falcipain-2 ResultsJean-Claude Bradley
 

What's hot (20)

Science Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science SessionScience Online 2010 Open Notebook Science Session
Science Online 2010 Open Notebook Science Session
 
NITLE Open Notebook Science Talk
NITLE Open Notebook Science TalkNITLE Open Notebook Science Talk
NITLE Open Notebook Science Talk
 
Metadata Analyser: measuring metadata quality
Metadata Analyser: measuring metadata qualityMetadata Analyser: measuring metadata quality
Metadata Analyser: measuring metadata quality
 
Nanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS TalkNanoinformatics 2010 SMIRP-ONS Talk
Nanoinformatics 2010 SMIRP-ONS Talk
 
Integrative data management for reproducibility of microscopy experiments
Integrative data management for reproducibility of microscopy experimentsIntegrative data management for reproducibility of microscopy experiments
Integrative data management for reproducibility of microscopy experiments
 
Open Notebook Science HUBzero 2011
Open Notebook Science HUBzero 2011Open Notebook Science HUBzero 2011
Open Notebook Science HUBzero 2011
 
OpenSciNY Open Notebook Science
OpenSciNY Open Notebook ScienceOpenSciNY Open Notebook Science
OpenSciNY Open Notebook Science
 
Bradley SLA Talk on Open Melting Point Collections
Bradley SLA Talk on Open Melting Point CollectionsBradley SLA Talk on Open Melting Point Collections
Bradley SLA Talk on Open Melting Point Collections
 
Collaboraive sharing of molecules and data in the mobile age
Collaboraive sharing of molecules and data in the mobile ageCollaboraive sharing of molecules and data in the mobile age
Collaboraive sharing of molecules and data in the mobile age
 
Reproducibility in cheminformatics and computational chemistry research: cert...
Reproducibility in cheminformatics and computational chemistry research: cert...Reproducibility in cheminformatics and computational chemistry research: cert...
Reproducibility in cheminformatics and computational chemistry research: cert...
 
Pizza club - February 2017 - Federico
Pizza club - February 2017 - FedericoPizza club - February 2017 - Federico
Pizza club - February 2017 - Federico
 
NBCC Open Notebook Science Talk
NBCC Open Notebook Science TalkNBCC Open Notebook Science Talk
NBCC Open Notebook Science Talk
 
Amia tb-review-11
Amia tb-review-11Amia tb-review-11
Amia tb-review-11
 
Data Integration vs Transparency: Tackling the tension
Data Integration vs Transparency: Tackling the tensionData Integration vs Transparency: Tackling the tension
Data Integration vs Transparency: Tackling the tension
 
Building a flexible infrastructure with Bioclipse, open source, and federated...
Building a flexible infrastructure with Bioclipse, open source, and federated...Building a flexible infrastructure with Bioclipse, open source, and federated...
Building a flexible infrastructure with Bioclipse, open source, and federated...
 
SLAS Ultra-High-Throughput Screening Special Interest Group SLAS2017 Presenta...
SLAS Ultra-High-Throughput Screening Special Interest Group SLAS2017 Presenta...SLAS Ultra-High-Throughput Screening Special Interest Group SLAS2017 Presenta...
SLAS Ultra-High-Throughput Screening Special Interest Group SLAS2017 Presenta...
 
Asking the scientific literature to tell us about metabolism
Asking the scientific literature to tell us about metabolismAsking the scientific literature to tell us about metabolism
Asking the scientific literature to tell us about metabolism
 
Peer Review and Science2.0
Peer Review and Science2.0Peer Review and Science2.0
Peer Review and Science2.0
 
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...
Medicinal Chemistry Due Diligence: Computational Predictions of an expert’s e...
 
Open Notebook Science and Preliminary Falcipain-2 Results
Open Notebook Science and Preliminary Falcipain-2 ResultsOpen Notebook Science and Preliminary Falcipain-2 Results
Open Notebook Science and Preliminary Falcipain-2 Results
 

Similar to Open Notebook Science in 15 minutes

Optimization of the Ugi reaction using parallel synthesis and automated liqui...
Optimization of the Ugi reaction using parallel synthesis and automated liqui...Optimization of the Ugi reaction using parallel synthesis and automated liqui...
Optimization of the Ugi reaction using parallel synthesis and automated liqui...Jean-Claude Bradley
 
BrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceBrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceJean-Claude Bradley
 
Manchester Open Notebook Science Talk
Manchester Open Notebook Science TalkManchester Open Notebook Science Talk
Manchester Open Notebook Science TalkJean-Claude Bradley
 
Open Notebook Science and the Future of Libraries
Open Notebook Science and the Future of LibrariesOpen Notebook Science and the Future of Libraries
Open Notebook Science and the Future of LibrariesJean-Claude Bradley
 
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Jean-Claude Bradley
 
IJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkIJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkJean-Claude Bradley
 
Science Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkScience Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkJean-Claude Bradley
 
Crowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceCrowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceJean-Claude Bradley
 
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...Jean-Claude Bradley
 
Bradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekBradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekJean-Claude Bradley
 
Molecular and data visualization in drug discovery
Molecular and data visualization in drug discoveryMolecular and data visualization in drug discovery
Molecular and data visualization in drug discoveryDeepak Bandyopadhyay
 
From peer-reviewed to peer-reproduced: a role for research objects in scholar...
From peer-reviewed to peer-reproduced: a role for research objects in scholar...From peer-reviewed to peer-reproduced: a role for research objects in scholar...
From peer-reviewed to peer-reproduced: a role for research objects in scholar...Alejandra Gonzalez-Beltran
 
IGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science TalkIGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science TalkJean-Claude Bradley
 

Similar to Open Notebook Science in 15 minutes (20)

Optimization of the Ugi reaction using parallel synthesis and automated liqui...
Optimization of the Ugi reaction using parallel synthesis and automated liqui...Optimization of the Ugi reaction using parallel synthesis and automated liqui...
Optimization of the Ugi reaction using parallel synthesis and automated liqui...
 
BrightTALK Open Notebook Science
BrightTALK Open Notebook ScienceBrightTALK Open Notebook Science
BrightTALK Open Notebook Science
 
ACRL Open Notebook Science talk
ACRL Open Notebook Science talkACRL Open Notebook Science talk
ACRL Open Notebook Science talk
 
Manchester Open Notebook Science Talk
Manchester Open Notebook Science TalkManchester Open Notebook Science Talk
Manchester Open Notebook Science Talk
 
NASA Open Notebook Science Talk
NASA Open Notebook Science TalkNASA Open Notebook Science Talk
NASA Open Notebook Science Talk
 
Open Notebook Science and the Future of Libraries
Open Notebook Science and the Future of LibrariesOpen Notebook Science and the Future of Libraries
Open Notebook Science and the Future of Libraries
 
Scholar2Scholar presentation
Scholar2Scholar presentationScholar2Scholar presentation
Scholar2Scholar presentation
 
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
Leveraging Transparency and Crowdsourcing in Chemistry Using Open Notebook Sc...
 
IJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talkIJCAI09 Open Notebook Science talk
IJCAI09 Open Notebook Science talk
 
UPennONS
UPennONSUPennONS
UPennONS
 
Open Notebook Science BCCE 2008
Open Notebook Science BCCE 2008Open Notebook Science BCCE 2008
Open Notebook Science BCCE 2008
 
Columbia ONS Archiving May09
Columbia ONS Archiving May09Columbia ONS Archiving May09
Columbia ONS Archiving May09
 
Science Commons Open Notebook Science Talk
Science Commons Open Notebook Science TalkScience Commons Open Notebook Science Talk
Science Commons Open Notebook Science Talk
 
Crowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook ScienceCrowdsourcing Solubility using Open Notebook Science
Crowdsourcing Solubility using Open Notebook Science
 
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
A brief description of the Chemical Rediscovery Survey and Open Chemistry in ...
 
Bradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA weekBradley Open Notebook Science Georgia Tech OA week
Bradley Open Notebook Science Georgia Tech OA week
 
Bradley Research Sept 2007
Bradley Research Sept 2007Bradley Research Sept 2007
Bradley Research Sept 2007
 
Molecular and data visualization in drug discovery
Molecular and data visualization in drug discoveryMolecular and data visualization in drug discovery
Molecular and data visualization in drug discovery
 
From peer-reviewed to peer-reproduced: a role for research objects in scholar...
From peer-reviewed to peer-reproduced: a role for research objects in scholar...From peer-reviewed to peer-reproduced: a role for research objects in scholar...
From peer-reviewed to peer-reproduced: a role for research objects in scholar...
 
IGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science TalkIGERT Drexel Open Notebook Science Talk
IGERT Drexel Open Notebook Science Talk
 

More from Jean-Claude Bradley

White House Open Notebook Science Poster
White House Open Notebook Science PosterWhite House Open Notebook Science Poster
White House Open Notebook Science PosterJean-Claude Bradley
 
The Value of Openness in Research and Teaching
The Value of Openness in Research and TeachingThe Value of Openness in Research and Teaching
The Value of Openness in Research and TeachingJean-Claude Bradley
 
CINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppCINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppJean-Claude Bradley
 
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Jean-Claude Bradley
 
Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Jean-Claude Bradley
 
Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Jean-Claude Bradley
 
The collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsThe collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsJean-Claude Bradley
 
Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Jean-Claude Bradley
 
The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011Jean-Claude Bradley
 
La Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertLa Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertJean-Claude Bradley
 
The use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesThe use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesJean-Claude Bradley
 
Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Jean-Claude Bradley
 

More from Jean-Claude Bradley (20)

White House Open Notebook Science Poster
White House Open Notebook Science PosterWhite House Open Notebook Science Poster
White House Open Notebook Science Poster
 
The Value of Openness in Research and Teaching
The Value of Openness in Research and TeachingThe Value of Openness in Research and Teaching
The Value of Openness in Research and Teaching
 
CINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization AppCINF 2012 talk Recrystallization App
CINF 2012 talk Recrystallization App
 
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
Nuit de la Liberté - Science Ouverte avec Jean-Claude Bradley
 
Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1Chemical Information Retrieval Class 1
Chemical Information Retrieval Class 1
 
Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012Bradley Open Notebook Science ACSfall2012
Bradley Open Notebook Science ACSfall2012
 
Bradley Opal 2011
Bradley Opal 2011Bradley Opal 2011
Bradley Opal 2011
 
MiniSymp2011 Bradley
MiniSymp2011 BradleyMiniSymp2011 Bradley
MiniSymp2011 Bradley
 
ChemInfo 2011 class1
ChemInfo 2011 class1ChemInfo 2011 class1
ChemInfo 2011 class1
 
ChemInfo Retrieval Exam 2010
ChemInfo Retrieval Exam 2010ChemInfo Retrieval Exam 2010
ChemInfo Retrieval Exam 2010
 
The collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurementsThe collection, curation and modeling of Open Melting Point measurements
The collection, curation and modeling of Open Melting Point measurements
 
Hagen NTIS SLA 2011
Hagen NTIS SLA 2011Hagen NTIS SLA 2011
Hagen NTIS SLA 2011
 
Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011Souder Trust in Science SLA 2011
Souder Trust in Science SLA 2011
 
The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011The Role of Trust in Science at SLA 2011
The Role of Trust in Science at SLA 2011
 
La Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire OuvertLa Science par Cahier de Laboratoire Ouvert
La Science par Cahier de Laboratoire Ouvert
 
The use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomesThe use of non-aqueous solubility to control reaction outcomes
The use of non-aqueous solubility to control reaction outcomes
 
ACRL Trust in Science Talk
ACRL Trust in Science TalkACRL Trust in Science Talk
ACRL Trust in Science Talk
 
Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011Open Notebook Science Web Services - ACS Spring 2011
Open Notebook Science Web Services - ACS Spring 2011
 
Cyclic alkynes
Cyclic alkynesCyclic alkynes
Cyclic alkynes
 
Science Online 2011 ONS session
Science Online 2011 ONS sessionScience Online 2011 ONS session
Science Online 2011 ONS session
 

Recently uploaded

Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxheathfieldcps1
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxVishalSingh1417
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxnegromaestrong
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxRamakrishna Reddy Bijjam
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Shubhangi Sonawane
 

Recently uploaded (20)

Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
Ecological Succession. ( ECOSYSTEM, B. Pharmacy, 1st Year, Sem-II, Environmen...
 

Open Notebook Science in 15 minutes