SlideShare a Scribd company logo
1 of 14
Paul Tarjan Chief Technical Monkey Yahoo! http://paulisageek.com
Data is ugly ,[object Object],[object Object]
Summaries are OK
Graphs are pretty
Word count, yay! ,[object Object],[object Object],[object Object],[object Object],[object Object]
Map/Reduce
Hadoop streaming ,[object Object],[object Object]
Python wordcount mapper  http://github.com/ptarjan/hands-on-hadoop-tutorial/blob/master/mapper.py
Python wordcount reducer  http://github.com/ptarjan/hands-on-hadoop-tutorial/blob/master/reducer.py
Run ,[object Object],[object Object],[object Object],[object Object],[object Object]
Run Hadoop ,[object Object]
View output ,[object Object],[object Object],[object Object],[object Object],[object Object]
Do it live! ,[object Object]
Live Commands ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

What's hot

Perl 5.28 new features
Perl 5.28 new featuresPerl 5.28 new features
Perl 5.28 new featuresbrian d foy
 
Tests unitaires pour PostgreSQL avec pgTap
Tests unitaires pour PostgreSQL avec pgTapTests unitaires pour PostgreSQL avec pgTap
Tests unitaires pour PostgreSQL avec pgTapRodolphe Quiédeville
 
6 things about perl 6
6 things about perl 66 things about perl 6
6 things about perl 6brian d foy
 
Openpear Project の紹介
Openpear Project の紹介Openpear Project の紹介
Openpear Project の紹介Sotaro Karasawa
 
Dataiku - Paris JUG 2013 - Hadoop is a batch
Dataiku - Paris JUG 2013 - Hadoop is a batch Dataiku - Paris JUG 2013 - Hadoop is a batch
Dataiku - Paris JUG 2013 - Hadoop is a batch Dataiku
 
Development and practical use of CLI in perl 6
Development and practical use of CLI in perl 6Development and practical use of CLI in perl 6
Development and practical use of CLI in perl 6risou
 
Shell Scripting
Shell ScriptingShell Scripting
Shell Scriptingdcarneir
 
Fun with processes - lightning talk
Fun with processes - lightning talkFun with processes - lightning talk
Fun with processes - lightning talkPaweł Dawczak
 
Practical pig
Practical pigPractical pig
Practical pigtrihug
 
GIT rozproszony system kontroli wersji
GIT rozproszony system kontroli wersjiGIT rozproszony system kontroli wersji
GIT rozproszony system kontroli wersji3camp
 
Perl v5.26 Features (AmsterdamX.pm)
Perl v5.26 Features (AmsterdamX.pm)Perl v5.26 Features (AmsterdamX.pm)
Perl v5.26 Features (AmsterdamX.pm)brian d foy
 
Best Practices in Handling Performance Issues
Best Practices in Handling Performance IssuesBest Practices in Handling Performance Issues
Best Practices in Handling Performance IssuesOdoo
 
Productivity tips for developers
Productivity tips for developersProductivity tips for developers
Productivity tips for developersSebastian Witowski
 
6 more things about Perl 6
6 more things about Perl 66 more things about Perl 6
6 more things about Perl 6brian d foy
 
GettingStartedWithPHP
GettingStartedWithPHPGettingStartedWithPHP
GettingStartedWithPHPNat Weerawan
 

What's hot (20)

Perl 5.28 new features
Perl 5.28 new featuresPerl 5.28 new features
Perl 5.28 new features
 
Tests unitaires pour PostgreSQL avec pgTap
Tests unitaires pour PostgreSQL avec pgTapTests unitaires pour PostgreSQL avec pgTap
Tests unitaires pour PostgreSQL avec pgTap
 
6 things about perl 6
6 things about perl 66 things about perl 6
6 things about perl 6
 
git internals
git internalsgit internals
git internals
 
Openpear Project の紹介
Openpear Project の紹介Openpear Project の紹介
Openpear Project の紹介
 
Dataiku - Paris JUG 2013 - Hadoop is a batch
Dataiku - Paris JUG 2013 - Hadoop is a batch Dataiku - Paris JUG 2013 - Hadoop is a batch
Dataiku - Paris JUG 2013 - Hadoop is a batch
 
Development and practical use of CLI in perl 6
Development and practical use of CLI in perl 6Development and practical use of CLI in perl 6
Development and practical use of CLI in perl 6
 
Shell Scripting
Shell ScriptingShell Scripting
Shell Scripting
 
Fun with processes - lightning talk
Fun with processes - lightning talkFun with processes - lightning talk
Fun with processes - lightning talk
 
Practical pig
Practical pigPractical pig
Practical pig
 
Pig workshop
Pig workshopPig workshop
Pig workshop
 
Crack.ba
Crack.baCrack.ba
Crack.ba
 
GIT rozproszony system kontroli wersji
GIT rozproszony system kontroli wersjiGIT rozproszony system kontroli wersji
GIT rozproszony system kontroli wersji
 
Perl v5.26 Features (AmsterdamX.pm)
Perl v5.26 Features (AmsterdamX.pm)Perl v5.26 Features (AmsterdamX.pm)
Perl v5.26 Features (AmsterdamX.pm)
 
Sp ch05
Sp ch05Sp ch05
Sp ch05
 
Best Practices in Handling Performance Issues
Best Practices in Handling Performance IssuesBest Practices in Handling Performance Issues
Best Practices in Handling Performance Issues
 
Productivity tips for developers
Productivity tips for developersProductivity tips for developers
Productivity tips for developers
 
6 more things about Perl 6
6 more things about Perl 66 more things about Perl 6
6 more things about Perl 6
 
GettingStartedWithPHP
GettingStartedWithPHPGettingStartedWithPHP
GettingStartedWithPHP
 
Profiling PL/pgSQL
Profiling PL/pgSQLProfiling PL/pgSQL
Profiling PL/pgSQL
 

Similar to Hands on Hadoop

Apache Hadoop Shell Rewrite
Apache Hadoop Shell RewriteApache Hadoop Shell Rewrite
Apache Hadoop Shell RewriteAllen Wittenauer
 
OSTU - Sake Blok on Scripting with TShark
OSTU - Sake Blok on Scripting with TSharkOSTU - Sake Blok on Scripting with TShark
OSTU - Sake Blok on Scripting with TSharkDenny K
 
Linux 系統管理與安全:基本 Linux 系統知識
Linux 系統管理與安全:基本 Linux 系統知識Linux 系統管理與安全:基本 Linux 系統知識
Linux 系統管理與安全:基本 Linux 系統知識維泰 蔡
 
Commands documentaion
Commands documentaionCommands documentaion
Commands documentaionTejalNijai
 
New text document (2)
New text document (2)New text document (2)
New text document (2)Furqaan Aan
 
HDFS metadata (fsimage and edits) difference CDH3 and CDH4
HDFS metadata (fsimage and edits) difference CDH3 and CDH4HDFS metadata (fsimage and edits) difference CDH3 and CDH4
HDFS metadata (fsimage and edits) difference CDH3 and CDH4Tatsuo Kawasaki
 
Tajo Seoul Meetup-201501
Tajo Seoul Meetup-201501Tajo Seoul Meetup-201501
Tajo Seoul Meetup-201501Jinho Kim
 
2012 coscup - Build your PHP application on Heroku
2012 coscup - Build your PHP application on Heroku2012 coscup - Build your PHP application on Heroku
2012 coscup - Build your PHP application on Herokuronnywang_tw
 
Install tomcat 5.5 in debian os and deploy war file
Install tomcat 5.5 in debian os and deploy war fileInstall tomcat 5.5 in debian os and deploy war file
Install tomcat 5.5 in debian os and deploy war fileNguyen Cao Hung
 
Batch is Back: Critical for Agile Application Adoption
Batch is Back: Critical for Agile Application AdoptionBatch is Back: Critical for Agile Application Adoption
Batch is Back: Critical for Agile Application AdoptionDataWorks Summit/Hadoop Summit
 
Instrumentación de entrega continua con Gitlab
Instrumentación de entrega continua con GitlabInstrumentación de entrega continua con Gitlab
Instrumentación de entrega continua con GitlabSoftware Guru
 
Learning the command line
Learning the command lineLearning the command line
Learning the command lineAdrian Cardenas
 
Logstash for SEO: come monitorare i Log del Web Server in realtime
Logstash for SEO: come monitorare i Log del Web Server in realtimeLogstash for SEO: come monitorare i Log del Web Server in realtime
Logstash for SEO: come monitorare i Log del Web Server in realtimeAndrea Cardinale
 
Using Nix and Docker as automated deployment solutions
Using Nix and Docker as automated deployment solutionsUsing Nix and Docker as automated deployment solutions
Using Nix and Docker as automated deployment solutionsSander van der Burg
 
Apache Tomcat Shutdown Startup Script Shell
Apache Tomcat Shutdown Startup Script ShellApache Tomcat Shutdown Startup Script Shell
Apache Tomcat Shutdown Startup Script ShellAnar Godjaev
 
Танки_в_Лунапарке: нагрузочное_тестирование_в_Яндексе
Танки_в_Лунапарке: нагрузочное_тестирование_в_ЯндексеТанки_в_Лунапарке: нагрузочное_тестирование_в_Яндексе
Танки_в_Лунапарке: нагрузочное_тестирование_в_ЯндексеYandex
 
Rush, a shell that will yield to you
Rush, a shell that will yield to youRush, a shell that will yield to you
Rush, a shell that will yield to youguestdd9d06
 

Similar to Hands on Hadoop (20)

Apache Hadoop Shell Rewrite
Apache Hadoop Shell RewriteApache Hadoop Shell Rewrite
Apache Hadoop Shell Rewrite
 
OSTU - Sake Blok on Scripting with TShark
OSTU - Sake Blok on Scripting with TSharkOSTU - Sake Blok on Scripting with TShark
OSTU - Sake Blok on Scripting with TShark
 
Linux 系統管理與安全:基本 Linux 系統知識
Linux 系統管理與安全:基本 Linux 系統知識Linux 系統管理與安全:基本 Linux 系統知識
Linux 系統管理與安全:基本 Linux 系統知識
 
Commands documentaion
Commands documentaionCommands documentaion
Commands documentaion
 
New text document (2)
New text document (2)New text document (2)
New text document (2)
 
HDFS metadata (fsimage and edits) difference CDH3 and CDH4
HDFS metadata (fsimage and edits) difference CDH3 and CDH4HDFS metadata (fsimage and edits) difference CDH3 and CDH4
HDFS metadata (fsimage and edits) difference CDH3 and CDH4
 
Puppet Data Mining
Puppet Data MiningPuppet Data Mining
Puppet Data Mining
 
Tajo Seoul Meetup-201501
Tajo Seoul Meetup-201501Tajo Seoul Meetup-201501
Tajo Seoul Meetup-201501
 
2012 coscup - Build your PHP application on Heroku
2012 coscup - Build your PHP application on Heroku2012 coscup - Build your PHP application on Heroku
2012 coscup - Build your PHP application on Heroku
 
Install tomcat 5.5 in debian os and deploy war file
Install tomcat 5.5 in debian os and deploy war fileInstall tomcat 5.5 in debian os and deploy war file
Install tomcat 5.5 in debian os and deploy war file
 
Batch is Back: Critical for Agile Application Adoption
Batch is Back: Critical for Agile Application AdoptionBatch is Back: Critical for Agile Application Adoption
Batch is Back: Critical for Agile Application Adoption
 
Hadoop on aws amazon
Hadoop on aws amazonHadoop on aws amazon
Hadoop on aws amazon
 
Hadoop on aws amazon
Hadoop on aws amazonHadoop on aws amazon
Hadoop on aws amazon
 
Instrumentación de entrega continua con Gitlab
Instrumentación de entrega continua con GitlabInstrumentación de entrega continua con Gitlab
Instrumentación de entrega continua con Gitlab
 
Learning the command line
Learning the command lineLearning the command line
Learning the command line
 
Logstash for SEO: come monitorare i Log del Web Server in realtime
Logstash for SEO: come monitorare i Log del Web Server in realtimeLogstash for SEO: come monitorare i Log del Web Server in realtime
Logstash for SEO: come monitorare i Log del Web Server in realtime
 
Using Nix and Docker as automated deployment solutions
Using Nix and Docker as automated deployment solutionsUsing Nix and Docker as automated deployment solutions
Using Nix and Docker as automated deployment solutions
 
Apache Tomcat Shutdown Startup Script Shell
Apache Tomcat Shutdown Startup Script ShellApache Tomcat Shutdown Startup Script Shell
Apache Tomcat Shutdown Startup Script Shell
 
Танки_в_Лунапарке: нагрузочное_тестирование_в_Яндексе
Танки_в_Лунапарке: нагрузочное_тестирование_в_ЯндексеТанки_в_Лунапарке: нагрузочное_тестирование_в_Яндексе
Танки_в_Лунапарке: нагрузочное_тестирование_в_Яндексе
 
Rush, a shell that will yield to you
Rush, a shell that will yield to youRush, a shell that will yield to you
Rush, a shell that will yield to you
 

More from Paul Tarjan

Yahoo! HackU 2010
Yahoo! HackU 2010Yahoo! HackU 2010
Yahoo! HackU 2010Paul Tarjan
 
Hadoop Jute Record Python
Hadoop Jute Record PythonHadoop Jute Record Python
Hadoop Jute Record PythonPaul Tarjan
 
How To Be A Hacker
How To Be A HackerHow To Be A Hacker
How To Be A HackerPaul Tarjan
 
Hacku Intro 2009
Hacku Intro 2009Hacku Intro 2009
Hacku Intro 2009Paul Tarjan
 
Semantic Searchmonkey
Semantic SearchmonkeySemantic Searchmonkey
Semantic SearchmonkeyPaul Tarjan
 

More from Paul Tarjan (6)

Yahoo! HackU 2010
Yahoo! HackU 2010Yahoo! HackU 2010
Yahoo! HackU 2010
 
Hadoop Jute Record Python
Hadoop Jute Record PythonHadoop Jute Record Python
Hadoop Jute Record Python
 
How To Be A Hacker
How To Be A HackerHow To Be A Hacker
How To Be A Hacker
 
Hacku Intro 2009
Hacku Intro 2009Hacku Intro 2009
Hacku Intro 2009
 
Semantic Searchmonkey
Semantic SearchmonkeySemantic Searchmonkey
Semantic Searchmonkey
 
SearchMonkey
SearchMonkeySearchMonkey
SearchMonkey
 

Recently uploaded

Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Celine George
 
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading Room
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading RoomSternal Fractures & Dislocations - EMGuidewire Radiology Reading Room
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading RoomSean M. Fox
 
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community PartnershipsSpring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community Partnershipsexpandedwebsite
 
PSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxPSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxMarlene Maheu
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxneillewis46
 
How to Analyse Profit of a Sales Order in Odoo 17
How to Analyse Profit of a Sales Order in Odoo 17How to Analyse Profit of a Sales Order in Odoo 17
How to Analyse Profit of a Sales Order in Odoo 17Celine George
 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxheathfieldcps1
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...Nguyen Thanh Tu Collection
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文中 央社
 
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjMohammed Sikander
 
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatmentsaipooja36
 
diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....Ritu480198
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...Nguyen Thanh Tu Collection
 
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...Sumit Tiwari
 
When Quality Assurance Meets Innovation in Higher Education - Report launch w...
When Quality Assurance Meets Innovation in Higher Education - Report launch w...When Quality Assurance Meets Innovation in Higher Education - Report launch w...
When Quality Assurance Meets Innovation in Higher Education - Report launch w...Gary Wood
 
Poster_density_driven_with_fracture_MLMC.pdf
Poster_density_driven_with_fracture_MLMC.pdfPoster_density_driven_with_fracture_MLMC.pdf
Poster_density_driven_with_fracture_MLMC.pdfAlexander Litvinenko
 
MOOD STABLIZERS DRUGS.pptx
MOOD     STABLIZERS           DRUGS.pptxMOOD     STABLIZERS           DRUGS.pptx
MOOD STABLIZERS DRUGS.pptxPoojaSen20
 
An Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge AppAn Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge AppCeline George
 

Recently uploaded (20)

Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
Removal Strategy _ FEFO _ Working with Perishable Products in Odoo 17
 
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading Room
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading RoomSternal Fractures & Dislocations - EMGuidewire Radiology Reading Room
Sternal Fractures & Dislocations - EMGuidewire Radiology Reading Room
 
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community PartnershipsSpring gala 2024 photo slideshow - Celebrating School-Community Partnerships
Spring gala 2024 photo slideshow - Celebrating School-Community Partnerships
 
PSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptxPSYPACT- Practicing Over State Lines May 2024.pptx
PSYPACT- Practicing Over State Lines May 2024.pptx
 
Graduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptxGraduate Outcomes Presentation Slides - English (v3).pptx
Graduate Outcomes Presentation Slides - English (v3).pptx
 
How to Analyse Profit of a Sales Order in Odoo 17
How to Analyse Profit of a Sales Order in Odoo 17How to Analyse Profit of a Sales Order in Odoo 17
How to Analyse Profit of a Sales Order in Odoo 17
 
Mattingly "AI and Prompt Design: LLMs with Text Classification and Open Source"
Mattingly "AI and Prompt Design: LLMs with Text Classification and Open Source"Mattingly "AI and Prompt Design: LLMs with Text Classification and Open Source"
Mattingly "AI and Prompt Design: LLMs with Text Classification and Open Source"
 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptx
 
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
BỘ LUYỆN NGHE TIẾNG ANH 8 GLOBAL SUCCESS CẢ NĂM (GỒM 12 UNITS, MỖI UNIT GỒM 3...
 
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文會考英文
 
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjjStl Algorithms in C++ jjjjjjjjjjjjjjjjjj
Stl Algorithms in C++ jjjjjjjjjjjjjjjjjj
 
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
Envelope of Discrepancy in Orthodontics: Enhancing Precision in Treatment
 
“O BEIJO” EM ARTE .
“O BEIJO” EM ARTE                       .“O BEIJO” EM ARTE                       .
“O BEIJO” EM ARTE .
 
diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....diagnosting testing bsc 2nd sem.pptx....
diagnosting testing bsc 2nd sem.pptx....
 
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
TỔNG HỢP HƠN 100 ĐỀ THI THỬ TỐT NGHIỆP THPT VẬT LÝ 2024 - TỪ CÁC TRƯỜNG, TRƯ...
 
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...
Chapter 7 Pharmacosy Traditional System of Medicine & Ayurvedic Preparations ...
 
When Quality Assurance Meets Innovation in Higher Education - Report launch w...
When Quality Assurance Meets Innovation in Higher Education - Report launch w...When Quality Assurance Meets Innovation in Higher Education - Report launch w...
When Quality Assurance Meets Innovation in Higher Education - Report launch w...
 
Poster_density_driven_with_fracture_MLMC.pdf
Poster_density_driven_with_fracture_MLMC.pdfPoster_density_driven_with_fracture_MLMC.pdf
Poster_density_driven_with_fracture_MLMC.pdf
 
MOOD STABLIZERS DRUGS.pptx
MOOD     STABLIZERS           DRUGS.pptxMOOD     STABLIZERS           DRUGS.pptx
MOOD STABLIZERS DRUGS.pptx
 
An Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge AppAn Overview of the Odoo 17 Knowledge App
An Overview of the Odoo 17 Knowledge App
 

Hands on Hadoop