MLOps Toolkit

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

STEP 1: Get your bearings

Start with...


• The latest quick edition of the MLOps 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 998 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which MLOps improvements can be made.

Examples; 10 of the 998 standard requirements:


1. Do you have sufficient, affordable processing power for sophisticated, advanced techniques as Artificial Intelligence and machine learning?
   
   

2. What are challenges, so you can plan ahead, support your organizations desire for data, and even make use of it in your own planning?
   
   

3. Does your organization leverage – or does it plan to leverage – machine learning technologies for security analytics and operations?
   
   

4. Do you have a plan for adopting advanced analytics, artificial intelligence and machine learning in your supply chain operations?
   
   

5. What are the primary reasons for your organizations usage of or interest in machine learning to support analytics and operations?
   
   

6. How can organizations build AI systems that are trustworthy, follow best data science practices, and reflect the core values?
   
   

7. How will you know if electronic health information has been accidentally or maliciously disclosed to an unauthorized person?
   
   

8. What else do you need to know about the mips promoting interoperability performance category hardship exception application?
   
   

9. How do you ensure optimal model deployment, retraining, and support to deliver continued business differentiation and scale?
   
   

10. How can MLOps practices support large scale embedded systems companies in achieving continuous delivery and evolve models?
    
    


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 MLOps book in PDF containing 998 requirements, which criteria correspond to the criteria in...


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


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


Examples; 10 of the check box criteria:


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

2. Project Portfolio management: Agility. how do organizations re-align portfolio when strategic objectives change?
   
   

3. Human Resource Management Plan: Is there general agreement & acceptance of the current status and progress of the MLOps project?
   
   

4. Earned Value Status: Where is evidence-based earned value in your organization reported?
   
   

5. Executing Process Group: What are the main processes included in MLOps project quality management?
   
   

6. Procurement Audit: Was the award criteria that of the most economically advantageous tender?
   
   

7. Lessons Learned: Is there a clear cause and effect between the activity and the lesson learned?
   
   

8. Schedule Management Plan: Is the ims used by all levels of management for MLOps project implementation and control?
   
   

9. Procurement Management Plan: Are MLOps project team members involved in detailed estimating and scheduling?
   
   

10. Procurement Management Plan: Are governance roles and responsibilities documented?


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

1.0 Initiating Process Group:


• 1.1 MLOps project Charter

• 1.2 Stakeholder Register

• 1.3 Stakeholder Analysis Matrix


2.0 Planning Process Group:


• 2.1 MLOps project Management Plan

• 2.2 Scope Management Plan

• 2.3 Requirements Management Plan

• 2.4 Requirements Documentation

• 2.5 Requirements Traceability Matrix

• 2.6 MLOps 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 MLOps 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 MLOps 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 MLOps 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 MLOps project with this in-depth MLOps Toolkit.

In using the Toolkit you will be better able to:


• Diagnose MLOps 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 MLOps 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 MLOps investments work better.

This MLOps 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.