This document provides an overview of business intelligence. It defines business intelligence as decision support tools that enable interactive access, analysis, and manipulation of corporate information in real-time. The goals of BI are to support internal users and deliver critical business information to customers and suppliers. BI tools allow users to drill down and slice and dice transactional and operational data from sources like a data warehouse. The document then describes common BI components like ETL, data marts, star schemas, OLAP, and pivot tables.
This document is about Data Warehouse Tools such as:
OLAP (On – line Analytical Processing)
OLTP (On – Line Transaction Processing)
Business Intelligence
Driving Force
Data Mart
Meta Data
This document is about Data Warehouse Tools such as:
OLAP (On – line Analytical Processing)
OLTP (On – Line Transaction Processing)
Business Intelligence
Driving Force
Data Mart
Meta Data
What is a Data Warehouse and How Do I Test It?RTTS
ETL Testing: A primer for Testers on Data Warehouses, ETL, Business Intelligence and how to test them.
Are you hearing and reading about Big Data, Enterprise Data Warehouses (EDW), the ETL Process and Business Intelligence (BI)? The software markets for EDW and BI are quickly approaching $22 billion, according to Gartner, and Big Data is growing at an exponential pace.
Are you being tasked to test these environments or would you like to learn about them and be prepared for when you are asked to test them?
RTTS, the Software Quality Experts, provided this groundbreaking webinar, based upon our many years of experience in providing software quality solutions for more than 400 companies.
You will learn the answer to the following questions:
• What is Big Data and what does it mean to me?
• What are the business reasons for a building a Data Warehouse and for using Business Intelligence software?
• How do Data Warehouses, Business Intelligence tools and ETL work from a technical perspective?
• Who are the primary players in this software space?
• How do I test these environments?
• What tools should I use?
This slide deck is geared towards:
QA Testers
Data Architects
Business Analysts
ETL Developers
Operations Teams
Project Managers
...and anyone else who is (a) new to the EDW space, (b) wants to be educated in the business and technical sides and (c) wants to understand how to test them.
BI Self-Service Keys to Success and QlikView OverviewSenturus
Understand the success factors for achieving self-service BI, which enables business decision-makers to readily access, analyze and report on information needed without requiring assistance from IT. View the webinar and download this deck: http://www.senturus.com/resources/self-service-bi-keys-to-success/.
Gain an unbiased look at QlikView, giving you the information you need to determine whether to choose QlikView to enable self-service BI in your organization.
Senturus, a business analytics consulting firm, has a resource library with hundreds of free recorded webinars, trainings, demos and unbiased product reviews. Take a look and share them with your colleagues and friends: http://www.senturus.com/resources/.
About Business Intelligence, Why BI, Technologies Supporting BI,Examples of BI Careers, BI Skills and Knowledge, Sample Role, Microsoft BI Platform, SQL Server Database Management, SQL server Integration Services, SQL server Analysis Services, SQL Server Reporting Services, Microsoft Excel, SharePoint Server
Business intelligence and analytics both refer to maximize the value of your data to make better decisions, ALTEN CAlsoft Labs helps
enterprises accelerate business intelligence by providing the most comprehensive, integrated and easy-to-use reporting and analytics features with its industry specific analytics solutions and best in-class technology.
Strategy session 5 - unlocking the data dividend - andy steerAndy Steer
"A recent study completed by IDC examined the economic benefits accrued to organisations that made basic levels of investment in distinct areas of analytics and data management compared with the benefits accrued by organisations that opted for a broader and more diverse set of investments. The conclusion was that the leading organisations expect to capture in excess of $1.5 trillion more in value from their data and analytics initiatives over the next 4 years. This represents a 60% higher data dividend for the leading organisations.
To achieve these benefits organisations need to embrace the changing reality of the new data driven society and make a break from the beliefs and best practices inherent in traditional Business Intelligence programmes.
During the presentation Andy will expand on the data dividend concept, outline the 4 key investment areas that should be getting your attention and perhaps most importantly, explain how your existing SAP BusinessObjects technology can help you take your share of the estimated £53 billion UK data dividend."
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
What is a Data Warehouse and How Do I Test It?RTTS
ETL Testing: A primer for Testers on Data Warehouses, ETL, Business Intelligence and how to test them.
Are you hearing and reading about Big Data, Enterprise Data Warehouses (EDW), the ETL Process and Business Intelligence (BI)? The software markets for EDW and BI are quickly approaching $22 billion, according to Gartner, and Big Data is growing at an exponential pace.
Are you being tasked to test these environments or would you like to learn about them and be prepared for when you are asked to test them?
RTTS, the Software Quality Experts, provided this groundbreaking webinar, based upon our many years of experience in providing software quality solutions for more than 400 companies.
You will learn the answer to the following questions:
• What is Big Data and what does it mean to me?
• What are the business reasons for a building a Data Warehouse and for using Business Intelligence software?
• How do Data Warehouses, Business Intelligence tools and ETL work from a technical perspective?
• Who are the primary players in this software space?
• How do I test these environments?
• What tools should I use?
This slide deck is geared towards:
QA Testers
Data Architects
Business Analysts
ETL Developers
Operations Teams
Project Managers
...and anyone else who is (a) new to the EDW space, (b) wants to be educated in the business and technical sides and (c) wants to understand how to test them.
BI Self-Service Keys to Success and QlikView OverviewSenturus
Understand the success factors for achieving self-service BI, which enables business decision-makers to readily access, analyze and report on information needed without requiring assistance from IT. View the webinar and download this deck: http://www.senturus.com/resources/self-service-bi-keys-to-success/.
Gain an unbiased look at QlikView, giving you the information you need to determine whether to choose QlikView to enable self-service BI in your organization.
Senturus, a business analytics consulting firm, has a resource library with hundreds of free recorded webinars, trainings, demos and unbiased product reviews. Take a look and share them with your colleagues and friends: http://www.senturus.com/resources/.
About Business Intelligence, Why BI, Technologies Supporting BI,Examples of BI Careers, BI Skills and Knowledge, Sample Role, Microsoft BI Platform, SQL Server Database Management, SQL server Integration Services, SQL server Analysis Services, SQL Server Reporting Services, Microsoft Excel, SharePoint Server
Business intelligence and analytics both refer to maximize the value of your data to make better decisions, ALTEN CAlsoft Labs helps
enterprises accelerate business intelligence by providing the most comprehensive, integrated and easy-to-use reporting and analytics features with its industry specific analytics solutions and best in-class technology.
Strategy session 5 - unlocking the data dividend - andy steerAndy Steer
"A recent study completed by IDC examined the economic benefits accrued to organisations that made basic levels of investment in distinct areas of analytics and data management compared with the benefits accrued by organisations that opted for a broader and more diverse set of investments. The conclusion was that the leading organisations expect to capture in excess of $1.5 trillion more in value from their data and analytics initiatives over the next 4 years. This represents a 60% higher data dividend for the leading organisations.
To achieve these benefits organisations need to embrace the changing reality of the new data driven society and make a break from the beliefs and best practices inherent in traditional Business Intelligence programmes.
During the presentation Andy will expand on the data dividend concept, outline the 4 key investment areas that should be getting your attention and perhaps most importantly, explain how your existing SAP BusinessObjects technology can help you take your share of the estimated £53 billion UK data dividend."
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
Delivering Micro-Credentials in Technical and Vocational Education and TrainingAG2 Design
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For more detailed information on delivering micro-credentials in TVET, visit this https://tvettrainer.com/delivering-micro-credentials-in-tvet/
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Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
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2. What is Business Intelligence?
“Business Intelligence (BI) applications are decision support tools that
enable real-time, interactive access, analysis and manipulation of
mission-critical corporate information.”
The goals for Business intelligence projects are to provide information
used to:
Support internal enterprise users in the assessment, enhancement and
optimization of organizational performance & operation.
Deliver critical business information to end-users about value chain
constituencies such as customers and supply-chain partners.
End-users can utilize the BI tools to "drill-down" and "slice and dice" to
gain a better understanding of transactional and operational information;
for example, Star Schema and OLAP are usually used for provide this
functionality.
3. Business Intelligence
Customer
Inventory Marketing
Data Mart OLAP
Credit
ETL Data Finance BI
tools Warehouse Data Mart
Sales
Reports
Distribution
Operation
Data Mart
External
Pivot Table
4. Business Intelligence Tools
Introduction
Operational Data Source: Business Intelligence system collects
data from various sources including operation database, OLTP,
ERP, legacy apps, external database and etc.
ETL tools (Extract, Transform, Load) are used to pull data from
source database, transform the data so that it is compatible with
the data warehouse and then load it into data warehouse.
A Data Warehouse is a "Subject-Oriented, Integrated, Time-
Variant, Nonvolatile collection of data in support of decision
making". Data Warehouses tend to have these distinguishing
features: (1) Use a subject oriented dimensional data model; (2)
Contain publishable data from potentially multiple sources and; (3)
Contain integrated reporting tools.
Data Warehouse usually adopts “Star Schema” data structure for
optimizing the performance of data analysis and reporting.
5. Star Schema
A Star schema is optimized for data analysis as is typically required
in a Decision Support System.
A star schema has a fact table surrounded by dimension tables
6. Data Mart
A data mart is a repository of data gathered from operational
data and other sources that is designed to serve a particular
community of knowledge workers.
The data may derive from an enterprise-wide database or data
warehouse or be more specialized.
The emphasis of a data mart is on meeting the specific demands
of a particular group of knowledge users in terms of analysis,
content, presentation, and ease-of-use. Users of a data mart can
expect to have data presented in terms that are familiar.
7. On-Line Analytical Processing
(OLAP)
Literally, On-Line Analytical Processing. Designates a category of applications
and technologies that allow the collection, storage, manipulation and
reproduction of multidimensional data, with the goal of analysis.
Example: http://perso.wanadoo.fr/bernard.lupin/english
8. Pivot Table
A pivot table is a great
reporting tool that
allows for “slicing and
dicing” data.