Intensive Subject-Matter Workshops on Enterprise Information & Intelligence
Enterprise Information & Intelligence are well integrated subjects, which provide end-to-end thread of information management.
BiPM Institute is dedicated to knowledge-dissemination on Building Intelligent and Performing Organizations. On the strength of over 1000+ page of pure content in our knowledge portal on Enterprise Intelligence and DM, as well as focused research on these subjects, we provide world-class training programs. These training programs are highly customized, on the basis of the training needs analysis (TNA) conducted with your organization.
Data Management as a subject deals with quality, availability and reliability of data and it includes Data Quality, Data Integration, Metadata Management and Master Data Management. Unlike Enterprise Intelligence, the subjects are equally application to transaction processing systems and Enterprise Intelligence related systems. Enterprise Intelligence works on generating actionable information from the data. It includes subjects like Data Warehouse, Data-Marts, OLAP, Reporting, Analytics and Data-Mining.
Our training programs provide career and expert-level training workshops for all levels and roles with in an organization. These training programs are highly customized and we conduct a high-level diagnostics on your context, your business needs and your skill-levels. On that basis we recommend a training schedule.
Our workshops include the following imperatives:
Pre-Work: Through diagnostics and review of existing documentation, we get an understanding of your context around the subject of the workshop.
Delivery: Sharing the detailed knowledge-base in the context of your organization
Case-Examples: Where-ever applicable we use work-cases for reinforcing the subject, taking reference of your own projects.
Interactive situation-based discussions: We encourage the participants to discuss on how they apply the learnings in their own work-situations.
We provide a complete range of customized workshops on Enterprise Intelligence and DM, encompassing technology, people and processes for all levels in an organization. Here is the sample list of workshops.
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@ExecutionMiH.com)
Enterprise Information & Intelligence – Top Management Imperatives GOTO TOP
This workshop transcends across vast range of subjects related to Enterprise Intelligence and Data Management. It cuts through the technical terms and explains the concepts to the audience, in a simple business language.
Training Workshop Agenda (Sample Listing)
Demystifying Enterprise Intelligence and Data Management
What is Enterprise Intelligence
What is Data Management
What is Master Data Management
What is Metadata Management
What is Enterprise Information Integration
MDM vs. Metadata vs. Enterprise Intelligence vs. Data Management vs. EII
........
Business Value-Chain
Getting the right data
Generating right information
Generating right information at the right time at the right place
Using the information generated
Achieving business results by using the right information
....
Topology and Components of Enterprise Intelligence
End-to-end view of an organization process and IT components
A graphical representation of how Enterprise Intelligence and DM overlay on these components
...
Myths on Enterprise Intelligence and Data Management (what is the myth, what are the facts & breaking the myth)
Myth 1: Enterprise Intelligence and Data Management are Business subjects, with technology being an enabler
Myth 2: Technology is the constraint in Enterprise Intelligence
Myth 3: .....
Life Cycle of attaining Enterprise Intelligence maturity—How to get the best out of Enterprise Intelligence
Doing the basics right
Use the free stuff to test your Enterprise Intelligence
Functional Enterprise Intelligence- Data Marts
Functional Enterprise Intelligence- Data Warehouse
Enterprise Enterprise Intelligence
...
Management Imperatives
Business case of Enterprise Intelligence & Data Management
Success Measures of Enterprise Intelligence and Rules of Success
Organization Capabilities
Sample Initiative
Your sponsorship role
...
Audience: CXO and Direct Reports to CXOs Training-Time: 5 hours- 1 day Number of Workshop slides/pages- 42
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@ExecutionMiH.com)
This work-shop provides a basic grounding on the subject of Enterprise Intelligence, for middle and senior level managers
Training Workshop Agenda (Sample Listing)
Awareness
What is Enterprise Intelligence?
Business Case of Enterprise Intelligence
Organization Capabilities needed
Myths of Enterprise Intelligence and Breaking the Myths
Enterprise Intelligence is a business challenge
What defines a successful Enterprise Intelligence?
Rules of Successful Enterprise Intelligence
...
Understanding
Components of Enterprise Intelligence
Enterprise Intelligence Architecture Scenarios
Enterprise Intelligence Competency Centre
How Enterprise Intelligence evolves overtime
...
Management
High-level milestones of a Enterprise Intelligence initiative
Functional Responsibilities for Making Enterprise Intelligence happen
Your role as champion or owners of Enterprise Intelligence initiatives
Selecting Vendors and Tools for Enterprise Intelligence
Specific Tricks to achieve Enterprise Intelligence success
.....
Enterprise Intelligence Success Metrics
Project success metrics
Information Quality metrics
Information systems quality metrics
Individual Usage and Impact
Organization Impact Metrics
Operational Metrics
Audience: IT Managers, Enterprise Intelligence Managers, Business Owners of BI, BI Core Team Training-Time: 6 hours- 1 day Number of Workshop slides/pages- 51
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@ExecutionMiH.com)
This workshop prepares the core team and project managers on driving/participating in a BI project
Training Workshop Agenda (Sample Listing)
BI Back-ground and setting the context
BI Architecture
BI Vendor management
BI Tools Selection
BI Rules of Engagement
.....
BI Success Metrics
Project success metrics
Information Quality metrics
Information systems quality metrics
Individual Usage and Impact
Organization Impact Metrics
Operational Metrics
BI Project Work-Break-Down Structure
BI project initiation
BI project definition
BI business requirement
BI modeling and analysis
BI Design
BI Testing
BI Implementation
BI Project Management Leadership
Do not be driven purely by Business Requirements
Fact-based Conflict Resolution
Understand the root-cause of BI project failures
Enterprise vs. Functional Hat
Communicate, Communicate, Communicate
...
BI Project Management Skills
BI Project Organization Imperatives and typical examples
BI Project Management Skills
BI Requirements Management Skills
BI Modeling Skills
BI Designing and Architecture Skills
...
Audience: Core team and the project manager (s), responsible for delivering to BI Training-Time: 8 hours- 1 day Number of Workshop slides/pages- 80
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Enterprise Intelligence Competency Centre- training Pack GOTO TOP
This is comprehensive training program for establishing a Enterprise Intelligence Competency Centre. It will include a combination of trainings (for different audience) related to different skills and knowledge to establish a holistic BICC.
The training pack includes:
BICC Awareness and understanding Workshop
BI Project Management Workshop
BI modeling and analysis Workshop
BI Design Workshop
BI testing Workshop
BI Operations Workshop
BI Governance Workshop
...
Methodology and Frame-works
BI Tool Evaluation Kit
BI Project Management Kit
......
As this is a complete training pack, the time, audience and workshop material will vary depending upon the level of sophistication of BICC and current state of skills.
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Enterprise Intelligence Modeling and Analysis GOTO TOP
This is a subject matter workshop for people who have to be deeply involved in analysis and design of BI platform. This is much less a technical subject and most of data modeling and business analysis domain. This is preferred both for business and IT members of BI team.
Training Workshop Agenda (Sample Listing)
What is Enterprise Intelligence Modeling different?
Why is a data-warehouse/data-mart needed?
Why data-warehouse/data-mart business requirements have to be managed differently
Why the BI modeling is different from transaction processing system
Audience: BI modelers and BI designers Training-Time: 16 hours- 2 day Number of Workshop slides/pages- 150
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Enterprise Intelligence Design Fundamentals GOTO TOP
This workshop provides the fundamentals of BI design from a technology-independent practice. It provides an in-depth and conceptual understanding of designing BI capability.
Training Workshop Agenda (Sample Listing)
Design Components of a BI
Source System
Extraction
Transformation
Loading
Data-Warehouse Metadata
Data-Warehouse Quality Assurance
Data Warehouse job control and audit
Data Warehouse sharing and browsing
Data Warehouse Infrastructure
.....
Source System Design and Mapping
Type of Source Systems
Source Systems Mapping Design concept
Source system mapping process
....
Extraction, Transformation & Loading Design
Reliable Resource
Extraction process assurance
Consistency, completeness quality
Design process and specifications
Integration
Standardization
Correction, Augmentation and Enrichment
....
Front-end services Design
Access and Browsing
Publishing and Printing
Front-room Metadata design
....
Back-end services design
Job Control and Audit
Data Quality Assurance
Back-end metadata
Infrastructure
Hardware
OS
Middle Ware
....
Audience: BI designers & Architects, BI Modelers and IT Specialists Training-Time: 15 hours- 2 day Number of Workshop slides/pages- 143
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Testing a data-warehouse/BI (like the other aspects of BI) requires a fairly different approach vis-à-vis transaction processing system. This workshop prepares IT and Business stakeholders on how to ‘optimally’ test data-warehouse/BI platform
Training Workshop Agenda (Sample Listing)
Why Data-Warehouse Testing is different?
Preparation Difference
Testing Cycles Difference
Unique Challenges
Difference in Managing Test Environments
...
Data-warehouse Testing Strategy
Scope of Data-warehouse testing
Testing Strategy options and related scenarios
Factors influencing the testing strategy
Documenting the testing strategy
Risks to strategy and possible mitigations
...
Data Warehouse Testing Scenarios
Real-Life Simple Scenarios
Complex Scenarios
Pure Data-Warehouse vs Data-Warehouse+ OLAP+ BI tools
Negative Testing
Production testing
......
Data Warehouse Test-Data
How you can build smart test-data
Phased testing data evolution
Re-cycling test data
Using test-beds
...
Data-Warehouse Testing Categories
Extraction, Transformation and Loading Testing
Front-End Services Testing
Back-end Services testing
Integration Testing
...
Testing is science and an art
Judgment plays supreme
Heuristics on what to test and how much
Training and Development of testing team
Ground-Rules of Testing
.....
Audience: Business and IT Stakeholders for Testing Training-Time: 8 hours- 1 day Number of Workshop slides/pages- 72
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
This workshop goes through the details of how one can ensure good data-quality through robust processes, systems and business rules.
Training Workshop Agenda (Sample Listing)
Data Quality Fundaments
What is Data Quality
What is the impact of bad data-quality?
What are the reasons of bad data quality?
Data quality is relative
Master Data quality vs. Transactional Data Quality
Data Quality Assurance is not an IT subject
...
Data Quality Assurance Techniques- Interface Controls
Data Integrity
File or Data-Group Integrity
Interface Controls in Integration Tools
Rationalizing your Interfaces
Interfacing with your partners
.....
Data Quality Assurance Techniques- Input Controls
Field drop-down controls
Form Level Controls
....
Data Domain and Data Entity Relationship Controls
Data Standards
Data Domains
Optional/Null Handling
Insert, Delete and Update Rules
.....
Business Rules Definition
Completeness Rules
Consistency Rules
Accuracy Rules
...
Business Process Control
Front-End Information and Instrument Capture
Customer Form Design
...
Batch-Processing Controls
Pre and Post Checks Rules
Smart use of batch processing
Batch time window assurance
....
Business Partner Interface Controls
Data Interchange Standards
Database to Database Monitoring
...
Audience: Information Systems/Quality/Business Process Professionals Training-Time: 8 hours- 1 day Number of Workshop slides/pages- 68
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
This workshop focuses on a subset of overall data quality domain- Customer Data Quality, which includes any legal entity or individual linked to an organization (Customer, Vendors, Business Partners, Sales Channel...)
Training Workshop Agenda (Sample Listing)
Customer Data Quality- Setting Context
What is Customer Data Quality?
Why Customer Data Quality is different from Transactional Data Quality?
Is customer data quality most important?
There are many different definitions of a customer
Impact of bad customer data quality
Challenges related to maintaining Customer Data Quality
Customer Data Variations
Name Variations
Address Variations
Phonetics variations
Cultural Variations
Character Variations
....
Customer Data Searching and Matching
Parsing
Pattern Matching
N-Gram Indexing
Match Codes
Searching with Wild-Cards
....
Customer Data Correction Techniques
De-duplication
Standardization
Pattern Standardization
Spelling correction
....
Customer Data Augmentation and Enrichment
Customer Data House holding
Customer Data Derivation
Extrapolation and Best Guess
What to enrich and what not to enrich?- Purpose dependent
...
Customer Data- People and Process Imperatives
Front-end data capture
Incentives and encouragement
Customer Data Champion
Data Steward
Vendor Engagement on Customer Data Quality
............
Audience: CRM/Data Quality Professionals Training-Time: 8 hours- 1 day Number of Workshop slides/pages- 74
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Master Data Management- Customer Data Integration GOTO TOP
This workshop provides a detailed insight into Master Data Management as a subject. Master Data Management is also known as a synonym of Customer Data Integration.
Training Workshop Agenda (Sample Listing)
Master Data Management- Setting the Context
What is Master Data Management?
Is Master Data Management same as Customer Data Integration?
Why is Master Data Management Needed?
MDM is not an IT issue
MDM vs. BI vs. Metadata vs. Data Management vs. OLAP
....
Master Data Management- Components
Data Quality
Standardization of presentation and storage
Single point of reference
Business Rules
Business Processes
....
Master Data Management Architecture Principles
De-coupling
Flexibility
Business Requirements alignment
Open computing
Incremental implementation
....
MDM-CDI Hub
Unique identifier
Persistent Style
Registry or virtual style
Transaction Hub
...
MDM-CDI Usage Patters
Transaction Interception
Publish/Subscribe Pattern
Message Based Integration Pattern
MDM Information Synchronization
...
Audience: Data Management Specialists/CRM Professionals Training-Time: 8 hours- 1 day Number of Workshop slides/pages- 78
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
Metadata is most pervasive subject, as it touches the entire organization environment. Metadata is data about data and is a key vehicle for managing the data more effectively in systems and processes (including manual processes)
Training Workshop Agenda (Sample Listing)
Metadata Management- Setting the context
What is Metadata?
Why Metadata? Metadata objective and purpose
Technical Metadata
Business Metadata
MDM vs. Metadata vs. Enterprise Intelligence
....
Metadata Standards
Imperatives of a Good Metadata Standard
Metadata Standards types
Metadata standards for design
Metadata Standards for Integration
....
Metadata Architecture and Design
Metadata Architecture Design- Imperatives
Metadata Architecture Design Scenarios
Metadata Extraction Design
Metadata Transformation Design
Metadata Repository Project
Key imperatives of Metadata Repository Project
Metadata Repository Project Plan- Work-Break Down Structure
Building Metadata Model
Data Quality of Metadata Repository
....
Evaluating Metadata Management Tools
Metadata Tools Architecture Features
Metadata Repository Sharing
Metadata Tools administration and security
Metadata tool change management
...
Audience: Data Management/Enterprise Intelligence professionals Time: 8 hours- 1 day Number of Workshop slides/pages- 63
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)
A Data Quality Program contains a set of initiatives, to achieve the Data Quality Agenda. These work-shops cover all stages of the Life Cycle of a Data Quality initiative.
Training Workshop Agenda (Sample Listing)
Data Quality Program- Setting the Context
What is Data Quality Program?
A Data Quality Program is not a Dedicated Program
Business Case for Data Quality Program
Piggy-Backing
....
Data Quality Program Initiation
Trigger points
Sponsor should be carefully selected
Under the surface disturbances
Theory of concepts
....
Data Quality Program- Data Mapping and Assessment
Scoping of Data Quality Mapping
Gap identification
Root Cause Analysis- Techniques and Tips
....
Data Quality Program Approach and Planning
Key Considerations to Data Quality Program Approach
Identifying solutions and initiatives
Gap to Solutions Matrix
Prioritization of Data Quality Gaps and Solutions combination
Consolidation into well-defined initiatives
Prioritization of the initiatives
Plan of implementation
...
Data Quality Frame-Work
Data Quality Policy
Data Quality Assurance
Data Quality Organization
Data Group Master
Project Level Data Quality Assurance
....
Audience: Data Management/Quality/Business Process Management Professionals Training-Time: 12 hours- 2 days Number of Workshop slides/pages- 131
We can transform your Enterprise Information & Intelligence Capabilities- Contact us for free and no-obligation Training Needs Analysis Session (bipmsales@executionmih.com)