SlideShare uma empresa Scribd logo
1 de 42
Into the lab
DEG, SSH, degenerative PCR


              Lecture
      FISH 507a Bioinformatics
Stuff


•   Homolog Project
•   Query Files
•   question: movies
•   extra credit




                       2
Taking the molecular approach

• evolution
   – comparing sequences, markers

• physiological differences
   – comparing phenotypes
      • differences in expression level
         – first have to find the genes



                                          3
How do you find genes




                        4
How do you find genes


•   Entrez (qualifers)
•   Sequence similarity (BLAST)
•   Large scale BLAST on ESTs
•   Degenerative PCR
•   SSH, DEG
•   Sequencing (can include SSH etc)


                                       5
Top down approaches to Gene Discovery

 Differential Display and Suppression Subtraction



Useful for characterizing transcriptome differences in
different treatments, tissues, stages of development
when there is limited genomic information or a desire to
use a non-hypothesis gene target model.

                          As opposed to…..
Gene discovery using a degenerative PCR Approach.




                                             7
Degenerative PCR Approach
Basing Primers on Amino Acids




                                9
Basing Primers on Amino Acids




                                10
Examples of when you might want to compare
transcriptome differences…….
vs




Genes involved in memory
Growth
vs




Environmental Effects and Virulence
vs




Kin Recognition
TOP DOWN

Differential Display

                                  Random Primer
                                  approach to identify
                                  genetic differences

                        Text
Differential Display
Bay Scallop Development
QPX
Suppression-subtraction
Subtract / Hybridize
Subtract / Hybridize
Subtract / Hybridize
BONUS
SLIDE
Sequencing


• Simple cDNA library
• SAGE
• SSH Library




                        35
A little about new sequencing


• Not necessarily new way to find genes
• Though cheaper and faster
  – 454
  – Solid state (Illumina, ABI)




                                   36
DISCUSSION OF PAPER
RECAP




        42

Mais conteúdo relacionado

Semelhante a 507a Gene Discovery

Festival Of Genomics 2016 - Brain talk
Festival Of Genomics 2016 - Brain talkFestival Of Genomics 2016 - Brain talk
Festival Of Genomics 2016 - Brain talkJean Fan
 
NSA QPX 2008
NSA QPX 2008NSA QPX 2008
NSA QPX 2008sr320
 
Dnaprofiling
DnaprofilingDnaprofiling
Dnaprofilingallyjer
 
NSMS IGERT Nano Cafe 2/12/09
NSMS IGERT Nano Cafe 2/12/09NSMS IGERT Nano Cafe 2/12/09
NSMS IGERT Nano Cafe 2/12/09Anthony Salvagno
 
Next Generation Sequencing for Joubert Poster
Next Generation Sequencing for Joubert PosterNext Generation Sequencing for Joubert Poster
Next Generation Sequencing for Joubert Postersptaylor
 
Next Generation Sequencing for Joubert Syndrome
Next Generation Sequencing for Joubert SyndromeNext Generation Sequencing for Joubert Syndrome
Next Generation Sequencing for Joubert Syndromesptaylor
 
RNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewRNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewSean Davis
 
Chromosome analysis
Chromosome analysisChromosome analysis
Chromosome analysisnaren
 
Experimentos de nubes científicas: Medical Genome Project
Experimentos de nubes científicas: Medical Genome ProjectExperimentos de nubes científicas: Medical Genome Project
Experimentos de nubes científicas: Medical Genome ProjectFundación Ramón Areces
 
DNA Sequence Data in Big Data Perspective
DNA Sequence Data in Big Data PerspectiveDNA Sequence Data in Big Data Perspective
DNA Sequence Data in Big Data PerspectivePalaniappan SP
 
Fish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationFish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationSureshK143
 
Fish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationFish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationLingasamyC
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approachHong ChangBum
 
Genetica clinica diaria_sin_videos
Genetica clinica diaria_sin_videosGenetica clinica diaria_sin_videos
Genetica clinica diaria_sin_videosAbadLaboratorio
 
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGS
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGSGenetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGS
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGSpramsat
 
2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studiesFOODCROPS
 
Use of SNP-HapMaps in plant breeding
Use of SNP-HapMaps in plant breeding Use of SNP-HapMaps in plant breeding
Use of SNP-HapMaps in plant breeding Anilkumar C
 

Semelhante a 507a Gene Discovery (20)

Festival Of Genomics 2016 - Brain talk
Festival Of Genomics 2016 - Brain talkFestival Of Genomics 2016 - Brain talk
Festival Of Genomics 2016 - Brain talk
 
NSA QPX 2008
NSA QPX 2008NSA QPX 2008
NSA QPX 2008
 
Dnaprofiling
DnaprofilingDnaprofiling
Dnaprofiling
 
Pradeep.ii
Pradeep.iiPradeep.ii
Pradeep.ii
 
NSMS IGERT Nano Cafe 2/12/09
NSMS IGERT Nano Cafe 2/12/09NSMS IGERT Nano Cafe 2/12/09
NSMS IGERT Nano Cafe 2/12/09
 
Next Generation Sequencing for Joubert Poster
Next Generation Sequencing for Joubert PosterNext Generation Sequencing for Joubert Poster
Next Generation Sequencing for Joubert Poster
 
Next Generation Sequencing for Joubert Syndrome
Next Generation Sequencing for Joubert SyndromeNext Generation Sequencing for Joubert Syndrome
Next Generation Sequencing for Joubert Syndrome
 
RNA-seq Data Analysis Overview
RNA-seq Data Analysis OverviewRNA-seq Data Analysis Overview
RNA-seq Data Analysis Overview
 
Chromosome analysis
Chromosome analysisChromosome analysis
Chromosome analysis
 
Experimentos de nubes científicas: Medical Genome Project
Experimentos de nubes científicas: Medical Genome ProjectExperimentos de nubes científicas: Medical Genome Project
Experimentos de nubes científicas: Medical Genome Project
 
Genotyping With PCR
Genotyping With PCRGenotyping With PCR
Genotyping With PCR
 
DNA Sequence Data in Big Data Perspective
DNA Sequence Data in Big Data PerspectiveDNA Sequence Data in Big Data Perspective
DNA Sequence Data in Big Data Perspective
 
Fish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationFish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ Hybridization
 
Fish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ HybridizationFish - Fluorescence In Situ Hybridization
Fish - Fluorescence In Situ Hybridization
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approach
 
Introduction to Apollo for i5k
Introduction to Apollo for i5kIntroduction to Apollo for i5k
Introduction to Apollo for i5k
 
Genetica clinica diaria_sin_videos
Genetica clinica diaria_sin_videosGenetica clinica diaria_sin_videos
Genetica clinica diaria_sin_videos
 
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGS
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGSGenetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGS
Genetic tests overview - Karyotype, FISH, MLPA, CMA, Sanger sequencing and NGS
 
2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies
 
Use of SNP-HapMaps in plant breeding
Use of SNP-HapMaps in plant breeding Use of SNP-HapMaps in plant breeding
Use of SNP-HapMaps in plant breeding
 

Mais de sr320

Identifying Local Olympia Oyster Stocks Useful for Restoration
Identifying Local Olympia Oyster Stocks Useful for RestorationIdentifying Local Olympia Oyster Stocks Useful for Restoration
Identifying Local Olympia Oyster Stocks Useful for Restorationsr320
 
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?sr320
 
Science Communication and Impact: A Researcher's Perspective
Science Communication and Impact: A Researcher's PerspectiveScience Communication and Impact: A Researcher's Perspective
Science Communication and Impact: A Researcher's Perspectivesr320
 
Genomic approaches to assessing ecosystem health
Genomic approaches to assessing ecosystem healthGenomic approaches to assessing ecosystem health
Genomic approaches to assessing ecosystem healthsr320
 
Collaborative Genomic Data Analyses in the Cloud
Collaborative Genomic Data Analyses in the CloudCollaborative Genomic Data Analyses in the Cloud
Collaborative Genomic Data Analyses in the Cloudsr320
 
Genomics on the Half Shell: Making Science more Open
Genomics on the Half Shell: Making Science more OpenGenomics on the Half Shell: Making Science more Open
Genomics on the Half Shell: Making Science more Opensr320
 
Epigenetic and Environmental Influences on the Shellfish Immune Response
Epigenetic and Environmental Influences on the Shellfish Immune ResponseEpigenetic and Environmental Influences on the Shellfish Immune Response
Epigenetic and Environmental Influences on the Shellfish Immune Responsesr320
 
NSA2012 Short reads and Oyster Genome Resources
NSA2012 Short reads and Oyster Genome ResourcesNSA2012 Short reads and Oyster Genome Resources
NSA2012 Short reads and Oyster Genome Resourcessr320
 
Short read sequencing and shellfish
Short read sequencing and shellfishShort read sequencing and shellfish
Short read sequencing and shellfishsr320
 
FISH441: Oysters, acidification and methylation
FISH441: Oysters, acidification and methylationFISH441: Oysters, acidification and methylation
FISH441: Oysters, acidification and methylationsr320
 
FISH441: Oyster acidification: gene and protein expression
FISH441: Oyster acidification: gene and protein expression FISH441: Oyster acidification: gene and protein expression
FISH441: Oyster acidification: gene and protein expression sr320
 
FISH441: Oyster Hypoxia and acclimation
FISH441: Oyster Hypoxia and acclimationFISH441: Oyster Hypoxia and acclimation
FISH441: Oyster Hypoxia and acclimationsr320
 
Timmins Schiffman PCSGA 2011
Timmins Schiffman PCSGA 2011Timmins Schiffman PCSGA 2011
Timmins Schiffman PCSGA 2011sr320
 
Elene Dorfmeier pcsga11
Elene Dorfmeier pcsga11 Elene Dorfmeier pcsga11
Elene Dorfmeier pcsga11 sr320
 
FISH510 Lec 1
FISH510 Lec 1FISH510 Lec 1
FISH510 Lec 1sr320
 
FISH441 Group Project (Oysters)
FISH441 Group Project (Oysters)FISH441 Group Project (Oysters)
FISH441 Group Project (Oysters)sr320
 
Timmins-Schiffman P2010
Timmins-Schiffman P2010Timmins-Schiffman P2010
Timmins-Schiffman P2010sr320
 
Gavery PCSGA 2010
Gavery PCSGA 2010Gavery PCSGA 2010
Gavery PCSGA 2010sr320
 
Salmon Senescence
Salmon SenescenceSalmon Senescence
Salmon Senescencesr320
 
Roberts GRC
Roberts GRCRoberts GRC
Roberts GRCsr320
 

Mais de sr320 (20)

Identifying Local Olympia Oyster Stocks Useful for Restoration
Identifying Local Olympia Oyster Stocks Useful for RestorationIdentifying Local Olympia Oyster Stocks Useful for Restoration
Identifying Local Olympia Oyster Stocks Useful for Restoration
 
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?
Does DNA methylation facilitate phenotypic plasticity in marine invertebrates?
 
Science Communication and Impact: A Researcher's Perspective
Science Communication and Impact: A Researcher's PerspectiveScience Communication and Impact: A Researcher's Perspective
Science Communication and Impact: A Researcher's Perspective
 
Genomic approaches to assessing ecosystem health
Genomic approaches to assessing ecosystem healthGenomic approaches to assessing ecosystem health
Genomic approaches to assessing ecosystem health
 
Collaborative Genomic Data Analyses in the Cloud
Collaborative Genomic Data Analyses in the CloudCollaborative Genomic Data Analyses in the Cloud
Collaborative Genomic Data Analyses in the Cloud
 
Genomics on the Half Shell: Making Science more Open
Genomics on the Half Shell: Making Science more OpenGenomics on the Half Shell: Making Science more Open
Genomics on the Half Shell: Making Science more Open
 
Epigenetic and Environmental Influences on the Shellfish Immune Response
Epigenetic and Environmental Influences on the Shellfish Immune ResponseEpigenetic and Environmental Influences on the Shellfish Immune Response
Epigenetic and Environmental Influences on the Shellfish Immune Response
 
NSA2012 Short reads and Oyster Genome Resources
NSA2012 Short reads and Oyster Genome ResourcesNSA2012 Short reads and Oyster Genome Resources
NSA2012 Short reads and Oyster Genome Resources
 
Short read sequencing and shellfish
Short read sequencing and shellfishShort read sequencing and shellfish
Short read sequencing and shellfish
 
FISH441: Oysters, acidification and methylation
FISH441: Oysters, acidification and methylationFISH441: Oysters, acidification and methylation
FISH441: Oysters, acidification and methylation
 
FISH441: Oyster acidification: gene and protein expression
FISH441: Oyster acidification: gene and protein expression FISH441: Oyster acidification: gene and protein expression
FISH441: Oyster acidification: gene and protein expression
 
FISH441: Oyster Hypoxia and acclimation
FISH441: Oyster Hypoxia and acclimationFISH441: Oyster Hypoxia and acclimation
FISH441: Oyster Hypoxia and acclimation
 
Timmins Schiffman PCSGA 2011
Timmins Schiffman PCSGA 2011Timmins Schiffman PCSGA 2011
Timmins Schiffman PCSGA 2011
 
Elene Dorfmeier pcsga11
Elene Dorfmeier pcsga11 Elene Dorfmeier pcsga11
Elene Dorfmeier pcsga11
 
FISH510 Lec 1
FISH510 Lec 1FISH510 Lec 1
FISH510 Lec 1
 
FISH441 Group Project (Oysters)
FISH441 Group Project (Oysters)FISH441 Group Project (Oysters)
FISH441 Group Project (Oysters)
 
Timmins-Schiffman P2010
Timmins-Schiffman P2010Timmins-Schiffman P2010
Timmins-Schiffman P2010
 
Gavery PCSGA 2010
Gavery PCSGA 2010Gavery PCSGA 2010
Gavery PCSGA 2010
 
Salmon Senescence
Salmon SenescenceSalmon Senescence
Salmon Senescence
 
Roberts GRC
Roberts GRCRoberts GRC
Roberts GRC
 

Último

2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfAyushMahapatra5
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfChris Hunter
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
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
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIShubhangi Sonawane
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
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
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
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
 
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
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
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
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104misteraugie
 

Último (20)

2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
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
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
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
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
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
 
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
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
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.
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 

507a Gene Discovery