商业智能培训 - Business Intelligence Course

insightbitraining

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2012-03-20
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3
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0
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所在地
Ottawa
英才商业智能学院
Insight BI Training

tel:613-793-4601
email:insightbitraining@yahoo.com

商业智能政府及各行业工作机会多, 无需BI背景,,快速进入行,开课在即,免费讲座。

课程内容:BI市场最常用的 ETL工具Datastage和数据分析工具Cognos, 大型数据库DB2, SQL,Data Modeling,数据仓库理论,真实项目经验。


Business Intelligence Course Outline

1. Course Introduction

This hands-on course provides the knowledge and skills needed to design and build Business Intelligence system using Datastage and Cognos tools. A series of extensive hands-on exercises guides you through the process of implement an integrated business intelligence application. The most important point is that you will gain practical hands-on experience working with Database, Data Modeling, Data Warehousing and Data Analysis.

Also we will introduce IBM Datastage and Cognos Framework Manager, which is very hot in current BI job Market. You will learn real world Business Intelligence solution via project.

Your will learn How to:

• Design and build comprehensive DB2 Database. Generate and maintain database objects such as Tables, Views, Materialized Views, primary Key, Foreign Key, Indexes and Triggers.
• Implement star schema data modeling techniques and define metadata.
• How to install, configure and develop the ETL solution using the most important ETL software IBM Infosphere Datastage.
• Develop BI solutions using Cognos products: Framework Manager, Query Studio and Report Studio.
• Optimize BI system performance
• Build a real BI project.

Who should attend:

• Both job seekers and job holders who want to switch to BI area and competitive in the IT job market.
• Neither database knowledge nor business intelligence knowledge is prerequisite.

2. Objective
Upon completion of the course, participants should be able to:

• Thorough understanding with Business Intelligence technology.
• Understanding with Business Intelligence major components, development life cycle, include define business requirement, system analysis, system design, construction and deployment.
• Business Intelligence experience in Data Architecture, Data Modeling and logical and physical Database design.
• Developing a multidimensional data model and generating DB2 database structure.
• Defining, managing and central control enterprise reference data, and metadata
• Extracting, transforming and loading (ETL) data using IBM Datastage.
• Delivering enterprise information with IBM Cognos BI products.
• BI performance tuning.
• Hand on experience with full life cycle of a real world BI project.


3. Course Content
Introduction
• What is Business Intelligence
• Business Intelligence Architectures

Database and SQL
• Introduce Database DB2
• DB2 setting and access
• SQL

Data Modeling
Data Modeling Concepts
• Understanding Data Modeling concepts
• Understanding Entities
• Understanding Attributes
• Understanding Relationships

Data Warehousing
• Data Warehouse E-R modeling techniques
• Design star schemas
• Dimensional vs. traditional approaches
• Data Mart vs. Data warehouse
• Define the metadata and metadata model sample

ETL
• Mapping data sources to targets
• Defining the ETL process
• Extracting source data
• Transferring data and applying complex business logics.
• Loading data target Data Warehouse and DataMart.

IBM Datastage
• Datastage Designer
• Design jobs and debugging
• Introduction various stages
• Datastage Director
• Job execution and monitering


Data Analyze and Reporting
• Cognos Framework Manager
• Cognos Query Studio
• Cognos Report Studio
• Cognos ReportNet

Project
• Build a real world BI project
 
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