Enable internal business partners to make better, faster, bolder and more customer focused decisions; to distill insights from data; and to use data as a competitive advantage and lever to improve your customer journey.

More Uses of the Dimensional Modeling Toolkit:


• Make sure that your venture develops solutions and analytics based on the analysis of customer business goals, objectives, needs, and existing infrastructure.
  
  

• Ensure you cooperate; build out edw enhancements and new objects using a combination of theoretical expertise in Dimensional Modeling and pragmatism.
  
  

• Enforce production standards and governance best practices in the management of enterprise level data, metrics, and reports.
  
  

• Use Exploratory Data Analysis techniques to identify meaningful relationships, patterns, or trends from complex data sets and discover opportunities in datasets to support Decision Making.
  
  

• Warrant that your organization integrates large amounts of data which are extracted from various sources and work with the leaders to understand and utilize data and reports.
  
  

• Ensure data design follows the prescribed reference architecture and framework while reflecting appropriate Business Rules.
  
  

• Coordinate: work to identify Master Data (entities and attributes) and capture how data is interpreted by users in various parts of your organization.
  
  

• Perform System Analysis, Data Analysis and/or programming using a variety of programming/scripting languages and procedures.
  
  

• Ensure you enforce; lead in prototyping Emerging Technologies involving data ingestion and transformation, distributed file systems, databases and frameworks.
  
  

• Manage the entire engineering team on each project, coordinating and communicating throughout the project life cycle.
  
  

• Establish: from the tools you use to the technologies you choose to the people you work with, diversity in approach has always lead you to better success.
  
  

• Identify opportunities for standardizing data descriptions, integration and archiving, and elimination of unnecessary redundancy.
  
  

• Manage development of ETL (Extraction, Transformation and Loading) processes to acquire and load data from internal and external sources.
  
  

• Pilot: implement database processes, reports, dashboards and various other BI artifacts and processes for internal and external clients based on business requirements using industry best practices.
  
  

• Organize: involvement in data /Dimensional Modeling, data extraction/ transformation/ loading (ETL) and Business Intelligence reporting.
  
  

• Ensure you transform; build and maintain foundational data models, abstracting multiple sources, and historical data across varied schemas to a format suitable for further analysis.
  
  

• Collaborate with data base administrators and the Data Warehouse Architecture regarding the development and adherence of Data Modeling standards, methods and practices.
  
  

• Secure that your team understands data model structures and extract transform and load (ETL) services in relation to Business Intelligence duties.
  
  

• Establish datasets to provide meaningful healthcare data for planning, tracking and identification of success criteria and metrics for various insurance and regulatory projects.
  
  

• Develop: function as a Systems Engineering and owner (technology side) for several products, especially ones that are report and integration related.
  
  

• Provide technical leadership for customers to support successful understanding, evaluation, and adoption of Power BI solutions.
  
  

• Support the development of new products and services via ingestion, processing, and formatting data for Reporting And Analytics.
  
  

• Utilize relational and multidimensional data model design and implementations, enterprise reporting, and analytic implementations to ensure efficient implementation of the BI systems.
  
  

• Analyze performance of programs and reports and take action to correct deficiencies based on consultation with users and approval of management.
  
  

• Provide Thought Leadership and evolve technology standards, processes, and procedures in the area of ETL and Data Architecture.
  
  

• Facilitate Data Integration, data conformity and Data integrity and ensure Data Structures are designed for flexibility to support future Business Needs and enhancements.
  
  

• Be certain that your venture evaluates Customer Satisfaction, develops cooperative associations, and utilizes resources to continuously improve Customer Satisfaction.
  
  

• Translate business and data requirements into data models in support of Enterprise Data Models, Data Warehouse and Analytical systems.
  
  

• Evaluate System Integrations, Data Flows, current data models and Data Architecture to formulate improved data models and Data Architecture.
  
  

• Be accountable for using logical data models, help build Data Marts for analysis to determine trends and significant data relationships across different functional areas.
  
  


Save time, empower your teams and effectively upgrade your processes with access to this practical Dimensional Modeling Toolkit and guide. Address common challenges with best-practice templates, step-by-step Work Plans and maturity diagnostics for any Dimensional Modeling related project.

Download the Toolkit and in Three Steps you will be guided from idea to implementation results.

The Toolkit contains the following practical and powerful enablers with new and updated Dimensional Modeling specific requirements:

STEP 1: Get your bearings

Start with...


• The latest quick edition of the Dimensional Modeling Self Assessment book in PDF containing 49 requirements to perform a quickscan, get an overview and share with stakeholders.


Organized in a Data Driven improvement cycle RDMAICS (Recognize, Define, Measure, Analyze, Improve, Control and Sustain), check the…


• Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation


Then find your goals...

STEP 2: Set concrete goals, tasks, dates and numbers you can track

Featuring 999 new and updated case-based questions, organized into seven core areas of Process Design, this Self-Assessment will help you identify areas in which Dimensional Modeling improvements can be made.

Examples; 10 of the 999 standard requirements:


1. What is your Dimensional Modeling strategy?
   
   

2. Where do ideas that reach policy makers and planners as proposals for Dimensional Modeling strengthening and reform actually originate?
   
   

3. At what point will Vulnerability Assessments be performed once Dimensional Modeling is put into production (e.g., ongoing Risk Management after implementation)?
   
   

4. What causes investor action?
   
   

5. Who needs budgets?
   
   

6. To whom do you add value?
   
   

7. Where can you get qualified talent today?
   
   

8. What are the key elements of your Dimensional Modeling Performance Improvement system, including your evaluation, organizational learning, and innovation processes?
   
   

9. Which needs are not included or involved?
   
   

10. Do you think Dimensional Modeling accomplishes the goals you expect it to accomplish?
    
    


Complete the self assessment, on your own or with a team in a workshop setting. Use the workbook together with the self assessment requirements spreadsheet:


• The workbook is the latest in-depth complete edition of the Dimensional Modeling book in PDF containing 994 requirements, which criteria correspond to the criteria in...


Your Dimensional Modeling self-assessment dashboard which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next:


• The Self-Assessment Excel Dashboard; with the Dimensional Modeling Self-Assessment and Scorecard you will develop a clear picture of which Dimensional Modeling areas need attention, which requirements you should focus on and who will be responsible for them:
  
  


• Shows your organization instant insight in areas for improvement: Auto generates reports, radar chart for maturity assessment, insights per process and participant and bespoke, ready to use, RACI Matrix

• Gives you a professional Dashboard to guide and perform a thorough Dimensional Modeling Self-Assessment

• Is secure: Ensures offline Data Protection of your Self-Assessment results

• Dynamically prioritized projects-ready RACI Matrix shows your organization exactly what to do next:



STEP 3: Implement, Track, follow up and revise strategy

The outcomes of STEP 2, the self assessment, are the inputs for STEP 3; Start and manage Dimensional Modeling projects with the 62 implementation resources:


• 62 step-by-step Dimensional Modeling Project Management Form Templates covering over 1500 Dimensional Modeling project requirements and success criteria:


Examples; 10 of the check box criteria:


1. Cost Management Plan: Eac -estimate at completion, what is the total job expected to cost?
   
   

2. Activity Cost Estimates: In which phase of the Acquisition Process cycle does source qualifications reside?
   
   

3. Project Scope Statement: Will all Dimensional Modeling project issues be unconditionally tracked through the Issue Resolution process?
   
   

4. Closing Process Group: Did the Dimensional Modeling project team have enough people to execute the Dimensional Modeling project plan?
   
   

5. Source Selection Criteria: What are the guidelines regarding award without considerations?
   
   

6. Scope Management Plan: Are Corrective Actions taken when actual results are substantially different from detailed Dimensional Modeling project plan (variances)?
   
   

7. Initiating Process Group: During which stage of Risk planning are risks prioritized based on probability and impact?
   
   

8. Cost Management Plan: Is your organization certified as a supplier, wholesaler, regular dealer, or manufacturer of corresponding products/supplies?
   
   

9. Procurement Audit: Was a formal review of tenders received undertaken?
   
   

10. Activity Cost Estimates: What procedures are put in place regarding bidding and cost comparisons, if any?


 
Step-by-step and complete Dimensional Modeling Project Management Forms and Templates including check box criteria and templates.

1.0 Initiating Process Group:


• 1.1 Dimensional Modeling project Charter

• 1.2 Stakeholder Register

• 1.3 Stakeholder Analysis Matrix


2.0 Planning Process Group:


• 2.1 Dimensional Modeling Project Management Plan

• 2.2 Scope Management Plan

• 2.3 Requirements Management Plan

• 2.4 Requirements Documentation

• 2.5 Requirements Traceability Matrix

• 2.6 Dimensional Modeling project Scope Statement

• 2.7 Assumption and Constraint Log

• 2.8 Work Breakdown Structure

• 2.9 WBS Dictionary

• 2.10 Schedule Management Plan

• 2.11 Activity List

• 2.12 Activity Attributes

• 2.13 Milestone List

• 2.14 Network Diagram

• 2.15 Activity Resource Requirements

• 2.16 Resource Breakdown Structure

• 2.17 Activity Duration Estimates

• 2.18 Duration Estimating Worksheet

• 2.19 Dimensional Modeling project Schedule

• 2.20 Cost Management Plan

• 2.21 Activity Cost Estimates

• 2.22 Cost Estimating Worksheet

• 2.23 Cost Baseline

• 2.24 Quality Management Plan

• 2.25 Quality Metrics

• 2.26 Process Improvement Plan

• 2.27 Responsibility Assignment Matrix

• 2.28 Roles and Responsibilities

• 2.29 Human Resource Management Plan

• 2.30 Communications Management Plan

• 2.31 Risk Management Plan

• 2.32 Risk Register

• 2.33 Probability and Impact Assessment

• 2.34 Probability and Impact Matrix

• 2.35 Risk Data Sheet

• 2.36 Procurement Management Plan

• 2.37 Source Selection Criteria

• 2.38 Stakeholder Management Plan

• 2.39 Change Management Plan


3.0 Executing Process Group:


• 3.1 Team Member Status Report

• 3.2 Change Request

• 3.3 Change Log

• 3.4 Decision Log

• 3.5 Quality Audit

• 3.6 Team Directory

• 3.7 Team Operating Agreement

• 3.8 Team Performance Assessment

• 3.9 Team Member Performance Assessment

• 3.10 Issue Log


4.0 Monitoring and Controlling Process Group:


• 4.1 Dimensional Modeling project Performance Report

• 4.2 Variance Analysis

• 4.3 Earned Value Status

• 4.4 Risk Audit

• 4.5 Contractor Status Report

• 4.6 Formal Acceptance


5.0 Closing Process Group:


• 5.1 Procurement Audit

• 5.2 Contract Close-Out

• 5.3 Dimensional Modeling project or Phase Close-Out

• 5.4 Lessons Learned


Results

With this Three Step process you will have all the tools you need for any Dimensional Modeling project with this in-depth Dimensional Modeling Toolkit.

In using the Toolkit you will be better able to:


• Diagnose Dimensional Modeling projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices

• Implement evidence-based best practice strategies aligned with overall goals

• Integrate recent advances in Dimensional Modeling and put Process Design strategies into practice according to best practice guidelines


Defining, designing, creating, and implementing a process to solve a business challenge or meet a business objective is the most valuable role; In EVERY company, organization and department.

Unless you are talking a one-time, single-use project within a business, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?'

This Toolkit empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Dimensional Modeling investments work better.

This Dimensional Modeling All-Inclusive Toolkit enables You to be that person.

Includes lifetime updates

Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.