SlideShare a Scribd company logo
1 of 28
Data Warehouses Dr S.Natarajan
Introduction
A Brief History of  Information Technology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Databases for Decision Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Databases for Decision Support ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
OLTP vs. OLAP ,[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]
Why OLAP & OLTP don’t mix (1) ,[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],Different performance requirements
Why OLAP & OLTP don’t mix (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Different data modeling requirements
Why OLAP & OLTP don’t mix (3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Analysis requires data from many sources
[object Object],[object Object],[object Object],[object Object]
Organizational Data Flow and Data Storage Components
Loading the Data Warehouse Source Systems Data Staging Area Data Warehouse (OLTP) Data is periodically extracted Data is cleansed and transformed Users query the data warehouse
Characteristics of a Data Warehouse ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
A Data Warehouse is  Subject  Oriented
Data in a Data Warehouse are Integrated
The Data Warehouse Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object]
The Data Warehouse Architecture (cont.) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Components of the Data   Warehouse   Architecture
Data   Warehousing   Typology ,[object Object],[object Object],[object Object]
Data Have Data -- The Metadata ,[object Object],[object Object],[object Object]
The Metadata in Action ,[object Object],[object Object],[object Object]
Implementing the Data Warehouse ,[object Object],[object Object],[object Object],[object Object]
“ Seven Deadly Sins”, continued ,[object Object],[object Object],[object Object],[object Object]
The Future of Data Warehousing ,[object Object],[object Object],[object Object],[object Object]
Data Integration is Hard ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Federated Databases ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Data Warehouse Federated Database Source Systems Source Systems Warehouse Mediator Query Answer Query Extraction Rewritten  Queries Answer
Warehouses vs. Federation ,[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

DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALADATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALASaikiran Panjala
 
Data Warehouse Back to Basics: Dimensional Modeling
Data Warehouse Back to Basics: Dimensional ModelingData Warehouse Back to Basics: Dimensional Modeling
Data Warehouse Back to Basics: Dimensional ModelingDunn Solutions Group
 
Introduction to Data Warehouse
Introduction to Data WarehouseIntroduction to Data Warehouse
Introduction to Data WarehouseSOMASUNDARAM T
 
Knowledge discovery thru data mining
Knowledge discovery thru data miningKnowledge discovery thru data mining
Knowledge discovery thru data miningDevakumar Jain
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining ConceptsDung Nguyen
 
Data Warehouse Fundamentals
Data Warehouse FundamentalsData Warehouse Fundamentals
Data Warehouse FundamentalsRashmi Bhat
 
Data Warehousing and Data Mining
Data Warehousing and Data MiningData Warehousing and Data Mining
Data Warehousing and Data Miningidnats
 
Data Mining: What is Data Mining?
Data Mining: What is Data Mining?Data Mining: What is Data Mining?
Data Mining: What is Data Mining?Seerat Malik
 
Warehousing dimension star-snowflake_schemas
Warehousing dimension star-snowflake_schemasWarehousing dimension star-snowflake_schemas
Warehousing dimension star-snowflake_schemasEric Matthews
 
Business Intelligence Presentation 1 (15th March'16)
Business Intelligence Presentation 1 (15th March'16)Business Intelligence Presentation 1 (15th March'16)
Business Intelligence Presentation 1 (15th March'16)Muhammad Fahad
 
Data Visualization in Data Science
Data Visualization in Data ScienceData Visualization in Data Science
Data Visualization in Data ScienceMaloy Manna, PMP®
 
Introduction To Data Mining
Introduction To Data Mining   Introduction To Data Mining
Introduction To Data Mining Phi Jack
 

What's hot (20)

Data warehouse
Data warehouse Data warehouse
Data warehouse
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
Kdd process
Kdd processKdd process
Kdd process
 
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALADATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
DATA WAREHOUSE IMPLEMENTATION BY SAIKIRAN PANJALA
 
Data Warehouse Back to Basics: Dimensional Modeling
Data Warehouse Back to Basics: Dimensional ModelingData Warehouse Back to Basics: Dimensional Modeling
Data Warehouse Back to Basics: Dimensional Modeling
 
Introduction to Data Warehouse
Introduction to Data WarehouseIntroduction to Data Warehouse
Introduction to Data Warehouse
 
Datastage ppt
Datastage pptDatastage ppt
Datastage ppt
 
Knowledge discovery thru data mining
Knowledge discovery thru data miningKnowledge discovery thru data mining
Knowledge discovery thru data mining
 
Data warehouse
Data warehouseData warehouse
Data warehouse
 
Data Mining Concepts
Data Mining ConceptsData Mining Concepts
Data Mining Concepts
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
Data Warehouse Fundamentals
Data Warehouse FundamentalsData Warehouse Fundamentals
Data Warehouse Fundamentals
 
Oltp vs olap
Oltp vs olapOltp vs olap
Oltp vs olap
 
Data Warehousing and Data Mining
Data Warehousing and Data MiningData Warehousing and Data Mining
Data Warehousing and Data Mining
 
DATA WAREHOUSING AND DATA MINING
DATA WAREHOUSING AND DATA MININGDATA WAREHOUSING AND DATA MINING
DATA WAREHOUSING AND DATA MINING
 
Data Mining: What is Data Mining?
Data Mining: What is Data Mining?Data Mining: What is Data Mining?
Data Mining: What is Data Mining?
 
Warehousing dimension star-snowflake_schemas
Warehousing dimension star-snowflake_schemasWarehousing dimension star-snowflake_schemas
Warehousing dimension star-snowflake_schemas
 
Business Intelligence Presentation 1 (15th March'16)
Business Intelligence Presentation 1 (15th March'16)Business Intelligence Presentation 1 (15th March'16)
Business Intelligence Presentation 1 (15th March'16)
 
Data Visualization in Data Science
Data Visualization in Data ScienceData Visualization in Data Science
Data Visualization in Data Science
 
Introduction To Data Mining
Introduction To Data Mining   Introduction To Data Mining
Introduction To Data Mining
 

Viewers also liked

DATA WAREHOUSING
DATA WAREHOUSINGDATA WAREHOUSING
DATA WAREHOUSINGKing Julian
 
Data warehouse concepts
Data warehouse conceptsData warehouse concepts
Data warehouse conceptsobieefans
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data WarehousingEdureka!
 
Data Warehousing 2016
Data Warehousing 2016Data Warehousing 2016
Data Warehousing 2016Kent Graziano
 
Components of a Data-Warehouse
Components of a Data-WarehouseComponents of a Data-Warehouse
Components of a Data-WarehouseAbdul Aslam
 
Building an Effective Data Warehouse Architecture
Building an Effective Data Warehouse ArchitectureBuilding an Effective Data Warehouse Architecture
Building an Effective Data Warehouse ArchitectureJames Serra
 
Data mining slides
Data mining slidesData mining slides
Data mining slidessmj
 
3 tier data warehouse
3 tier data warehouse3 tier data warehouse
3 tier data warehouseJ M
 
Multidimentional data model
Multidimentional data modelMultidimentional data model
Multidimentional data modeljagdish_93
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data WarehousingEyad Manna
 
Organic Terrace Gardening by Jason
Organic Terrace Gardening by JasonOrganic Terrace Gardening by Jason
Organic Terrace Gardening by JasonJason S
 
Data Warehouse Design and Best Practices
Data Warehouse Design and Best PracticesData Warehouse Design and Best Practices
Data Warehouse Design and Best PracticesIvo Andreev
 
What is a Data Warehouse and How Do I Test It?
What is a Data Warehouse and How Do I Test It?What is a Data Warehouse and How Do I Test It?
What is a Data Warehouse and How Do I Test It?RTTS
 
Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Mike Frampton
 

Viewers also liked (18)

DATA WAREHOUSING
DATA WAREHOUSINGDATA WAREHOUSING
DATA WAREHOUSING
 
DATA WAREHOUSING
DATA WAREHOUSINGDATA WAREHOUSING
DATA WAREHOUSING
 
Data warehouse concepts
Data warehouse conceptsData warehouse concepts
Data warehouse concepts
 
Data Warehouse 101
Data Warehouse 101Data Warehouse 101
Data Warehouse 101
 
Data mining
Data miningData mining
Data mining
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data Warehousing
 
Data Warehousing 2016
Data Warehousing 2016Data Warehousing 2016
Data Warehousing 2016
 
Components of a Data-Warehouse
Components of a Data-WarehouseComponents of a Data-Warehouse
Components of a Data-Warehouse
 
Building an Effective Data Warehouse Architecture
Building an Effective Data Warehouse ArchitectureBuilding an Effective Data Warehouse Architecture
Building an Effective Data Warehouse Architecture
 
Data mining slides
Data mining slidesData mining slides
Data mining slides
 
3 tier data warehouse
3 tier data warehouse3 tier data warehouse
3 tier data warehouse
 
Multidimentional data model
Multidimentional data modelMultidimentional data model
Multidimentional data model
 
Introduction to Data Warehousing
Introduction to Data WarehousingIntroduction to Data Warehousing
Introduction to Data Warehousing
 
Organic Terrace Gardening by Jason
Organic Terrace Gardening by JasonOrganic Terrace Gardening by Jason
Organic Terrace Gardening by Jason
 
Data Warehouse Design and Best Practices
Data Warehouse Design and Best PracticesData Warehouse Design and Best Practices
Data Warehouse Design and Best Practices
 
What is a Data Warehouse and How Do I Test It?
What is a Data Warehouse and How Do I Test It?What is a Data Warehouse and How Do I Test It?
What is a Data Warehouse and How Do I Test It?
 
Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2
 
Data mart
Data martData mart
Data mart
 

Similar to Introduction to Data Warehousing

Datawarehousing
DatawarehousingDatawarehousing
Datawarehousingsumit621
 
Data warehouse
Data warehouseData warehouse
Data warehouseMR Z
 
DATAWAREHOUSE MAIn under data mining for
DATAWAREHOUSE MAIn under data mining forDATAWAREHOUSE MAIn under data mining for
DATAWAREHOUSE MAIn under data mining forAyushMeraki1
 
1-_Intro_to_Data_Minning__DWH.ppt
1-_Intro_to_Data_Minning__DWH.ppt1-_Intro_to_Data_Minning__DWH.ppt
1-_Intro_to_Data_Minning__DWH.pptBsMath3rdsem
 
Datawarehousing
DatawarehousingDatawarehousing
Datawarehousingwork
 
Etl data processing system which is very useful for the engineering students
Etl data processing system which is very useful for the engineering studentsEtl data processing system which is very useful for the engineering students
Etl data processing system which is very useful for the engineering studentsutsav25khel
 
dw_concepts_2_day_course.ppt
dw_concepts_2_day_course.pptdw_concepts_2_day_course.ppt
dw_concepts_2_day_course.pptDougSchoemaker
 
Data warehouse
Data warehouseData warehouse
Data warehouseRajThakuri
 
Behind The Scenes Databases And Information Systems 6
Behind The Scenes  Databases And Information Systems 6Behind The Scenes  Databases And Information Systems 6
Behind The Scenes Databases And Information Systems 6guest4a9cdb
 
Advances And Research Directions In Data-Warehousing Technology
Advances And Research Directions In Data-Warehousing TechnologyAdvances And Research Directions In Data-Warehousing Technology
Advances And Research Directions In Data-Warehousing TechnologyKate Campbell
 
Chapter 2-data-warehousingppt2517 vero
Chapter 2-data-warehousingppt2517 veroChapter 2-data-warehousingppt2517 vero
Chapter 2-data-warehousingppt2517 veroangshuman2387
 
Introduction to data mining and data warehousing
Introduction to data mining and data warehousingIntroduction to data mining and data warehousing
Introduction to data mining and data warehousingEr. Nawaraj Bhandari
 
Unit-IV-Introduction to Data Warehousing .pptx
Unit-IV-Introduction to Data Warehousing .pptxUnit-IV-Introduction to Data Warehousing .pptx
Unit-IV-Introduction to Data Warehousing .pptxHarsha Patel
 
Dataware housing
Dataware housingDataware housing
Dataware housingwork
 
Date warehousing concepts
Date warehousing conceptsDate warehousing concepts
Date warehousing conceptspcherukumalla
 

Similar to Introduction to Data Warehousing (20)

Datawarehousing
DatawarehousingDatawarehousing
Datawarehousing
 
Data Warehouse
Data WarehouseData Warehouse
Data Warehouse
 
DW 101
DW 101DW 101
DW 101
 
Data warehouse
Data warehouseData warehouse
Data warehouse
 
DATAWAREHOUSE MAIn under data mining for
DATAWAREHOUSE MAIn under data mining forDATAWAREHOUSE MAIn under data mining for
DATAWAREHOUSE MAIn under data mining for
 
1-_Intro_to_Data_Minning__DWH.ppt
1-_Intro_to_Data_Minning__DWH.ppt1-_Intro_to_Data_Minning__DWH.ppt
1-_Intro_to_Data_Minning__DWH.ppt
 
Datawarehousing
DatawarehousingDatawarehousing
Datawarehousing
 
Etl data processing system which is very useful for the engineering students
Etl data processing system which is very useful for the engineering studentsEtl data processing system which is very useful for the engineering students
Etl data processing system which is very useful for the engineering students
 
Data warehouse
Data warehouseData warehouse
Data warehouse
 
dw_concepts_2_day_course.ppt
dw_concepts_2_day_course.pptdw_concepts_2_day_course.ppt
dw_concepts_2_day_course.ppt
 
Data warehouse
Data warehouseData warehouse
Data warehouse
 
Behind The Scenes Databases And Information Systems 6
Behind The Scenes  Databases And Information Systems 6Behind The Scenes  Databases And Information Systems 6
Behind The Scenes Databases And Information Systems 6
 
Final presentation
Final presentationFinal presentation
Final presentation
 
D01 etl
D01 etlD01 etl
D01 etl
 
Advances And Research Directions In Data-Warehousing Technology
Advances And Research Directions In Data-Warehousing TechnologyAdvances And Research Directions In Data-Warehousing Technology
Advances And Research Directions In Data-Warehousing Technology
 
Chapter 2-data-warehousingppt2517 vero
Chapter 2-data-warehousingppt2517 veroChapter 2-data-warehousingppt2517 vero
Chapter 2-data-warehousingppt2517 vero
 
Introduction to data mining and data warehousing
Introduction to data mining and data warehousingIntroduction to data mining and data warehousing
Introduction to data mining and data warehousing
 
Unit-IV-Introduction to Data Warehousing .pptx
Unit-IV-Introduction to Data Warehousing .pptxUnit-IV-Introduction to Data Warehousing .pptx
Unit-IV-Introduction to Data Warehousing .pptx
 
Dataware housing
Dataware housingDataware housing
Dataware housing
 
Date warehousing concepts
Date warehousing conceptsDate warehousing concepts
Date warehousing concepts
 

Recently uploaded

2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
Non Text Magic Studio Magic Design for Presentations L&P.pptx
Non Text Magic Studio Magic Design for Presentations L&P.pptxNon Text Magic Studio Magic Design for Presentations L&P.pptx
Non Text Magic Studio Magic Design for Presentations L&P.pptxAbhayThakur200703
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Roomdivyansh0kumar0
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation SlidesKeppelCorporation
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...lizamodels9
 
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneVIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneCall girls in Ahmedabad High profile
 
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...lizamodels9
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc.../:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...lizamodels9
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth MarketingShawn Pang
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechNewman George Leech
 
Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsApsara Of India
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024christinemoorman
 
rishikeshgirls.in- Rishikesh call girl.pdf
rishikeshgirls.in- Rishikesh call girl.pdfrishikeshgirls.in- Rishikesh call girl.pdf
rishikeshgirls.in- Rishikesh call girl.pdfmuskan1121w
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 

Recently uploaded (20)

2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
Non Text Magic Studio Magic Design for Presentations L&P.pptx
Non Text Magic Studio Magic Design for Presentations L&P.pptxNon Text Magic Studio Magic Design for Presentations L&P.pptx
Non Text Magic Studio Magic Design for Presentations L&P.pptx
 
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130  Available With RoomVIP Kolkata Call Girl Howrah 👉 8250192130  Available With Room
VIP Kolkata Call Girl Howrah 👉 8250192130 Available With Room
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
KestrelPro Flyer Japan IT Week 2024 (English)
KestrelPro Flyer Japan IT Week 2024 (English)KestrelPro Flyer Japan IT Week 2024 (English)
KestrelPro Flyer Japan IT Week 2024 (English)
 
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
Keppel Ltd. 1Q 2024 Business Update  Presentation SlidesKeppel Ltd. 1Q 2024 Business Update  Presentation Slides
Keppel Ltd. 1Q 2024 Business Update Presentation Slides
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
 
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service PuneVIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
VIP Call Girls Pune Kirti 8617697112 Independent Escort Service Pune
 
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
Lowrate Call Girls In Laxmi Nagar Delhi ❤️8860477959 Escorts 100% Genuine Ser...
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc.../:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...
/:Call Girls In Jaypee Siddharth - 5 Star Hotel New Delhi ➥9990211544 Top Esc...
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman Leech
 
Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.Eni 2024 1Q Results - 24.04.24 business.
Eni 2024 1Q Results - 24.04.24 business.
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
 
The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024The CMO Survey - Highlights and Insights Report - Spring 2024
The CMO Survey - Highlights and Insights Report - Spring 2024
 
rishikeshgirls.in- Rishikesh call girl.pdf
rishikeshgirls.in- Rishikesh call girl.pdfrishikeshgirls.in- Rishikesh call girl.pdf
rishikeshgirls.in- Rishikesh call girl.pdf
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 

Introduction to Data Warehousing