CRISP-DM Toolkit

Save time, empower your teams and effectively upgrade your processes with access to this practical CRISP-DM Toolkit and guide. Address common challenges with best-practice templates, step-by-step work plans and maturity diagnostics for any CRISP-DM 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 CRISP-DM specific requirements:

STEP 1: Get your bearings

Start with...


• The latest quick edition of the CRISP-DM 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 872 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which CRISP-DM improvements can be made.

Examples; 10 of the 872 standard requirements:


1. How well does the tool allow the user to modify spurious values in the data set or perform other data cleansing operations?
   
   

2. Can the tool be used in a variety of different industries to help solve a variety of different kinds of business problems?
   
   

3. How might you extend the notion of multidimensional data analysis so that the target variable is a qualitative variable?
   
   

4. Have you ever wondered why your distribution software package seems to come to a grinding halt in the middle of the day?
   
   

5. Does the tool allow the deletion of entire records that may be incomplete or may bias the modeling results in some way?
   
   

6. What is a high level summary of the data that gives you some idea of what is contained in your database?
   
   

7. Can model predictions, scores, and other results be easily analyzed to validate the models performance?
   
   

8. Is the alarm burst, as is suggested by its use in the algorithm, capturing the contextual information?
   
   

9. What are the practical considerations in selecting and using risk and needs assessment instruments?
   
   

10. How do you segment your customer base to stimulate loyalty through an enhanced customer experience?
    
    


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 CRISP-DM book in PDF containing 872 requirements, which criteria correspond to the criteria in...


Your CRISP-DM 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 CRISP-DM Self-Assessment and Scorecard you will develop a clear picture of which CRISP-DM 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 CRISP-DM 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 CRISP-DM projects with the 62 implementation resources:


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


Examples; 10 of the check box criteria:


1. Schedule Management Plan: Have the key elements of a coherent CRISP-DM project management strategy been established?
   
   

2. Quality Audit: How well do you think your organization engages with the outside community?
   
   

3. Closing Process Group: How well defined and documented were the CRISP-DM project management processes you chose to use?
   
   

4. Responsibility Assignment Matrix: Cwbs elements to be subcontracted, with identification of subcontractors?
   
   

5. Risk Data Sheet: Will revised controls lead to tolerable risk levels?
   
   

6. Procurement Management Plan: Have the key elements of a coherent CRISP-DM project management strategy been established?
   
   

7. Scope Management Plan: During what part of the PM process is the CRISP-DM project scope statement created?
   
   

8. Schedule Management Plan: Has process improvement efforts been completed before requirements efforts begin?
   
   

9. Procurement Audit: What is the process cost of the procurement function?
   
   

10. Team Member Performance Assessment: To what degree are the skill areas critical to team performance present?


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

1.0 Initiating Process Group:


• 1.1 CRISP-DM project Charter

• 1.2 Stakeholder Register

• 1.3 Stakeholder Analysis Matrix


2.0 Planning Process Group:


• 2.1 CRISP-DM project Management Plan

• 2.2 Scope Management Plan

• 2.3 Requirements Management Plan

• 2.4 Requirements Documentation

• 2.5 Requirements Traceability Matrix

• 2.6 CRISP-DM 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 CRISP-DM 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 CRISP-DM 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 CRISP-DM 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 CRISP-DM project with this in-depth CRISP-DM Toolkit.

In using the Toolkit you will be better able to:


• Diagnose CRISP-DM 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 CRISP-DM 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 CRISP-DM investments work better.

This CRISP-DM 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.