Correlate the performance tests results to your production environment
Which untapped sources of data could have the greatest impact on your decision making?
How have you prepared your team to operate and support a machine learning workload?
Did you have problems deploying your latest model to production?
What impact could advanced networking systems have on your enterprise architecture?
Is it the inbuilt Machine Learning capabilities, and predictive analytics that enable you to optimize your operations?
...Find the answers to these, and more, questions with this MLOps Toolkit:
- Improve the time to market of models and improve the performance in production.
- Monitor model performance in production.
- Validate your model and monitor it in the long run.
- Ensure optimal model deployment, retraining, and support to deliver continued business differentiation and scale.
- Bring business and technology together and successfully scale AI projects.
- Deploy / deliver your work safely and reliably.
- Introduce MLOps into your organization.
- Structure your teams for success.
- Put the model in production.
HOW THIS TOOLKIT WORKS:
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:
- Do you have sufficient, affordable processing power for sophisticated, advanced techniques as Artificial Intelligence and machine learning?
- What are challenges, so you can plan ahead, support your organizations desire for data, and even make use of it in your own planning?
- Does your organization leverage or does it plan to leverage machine learning technologies for security analytics and operations?
- Do you have a plan for adopting advanced analytics, artificial intelligence and machine learning in your supply chain operations?
- What are the primary reasons for your organizations usage of or interest in machine learning to support analytics and operations?
- How can organizations build AI systems that are trustworthy, follow best data science practices, and reflect the core values?
- How will you know if electronic health information has been accidentally or maliciously disclosed to an unauthorized person?
- What else do you need to know about the mips promoting interoperability performance category hardship exception application?
- How do you ensure optimal model deployment, retraining, and support to deliver continued business differentiation and scale?
- 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:
- Cost Baseline: Eac -estimate at completion, what is the total job expected to cost?
- Project Portfolio management: Agility. how do organizations re-align portfolio when strategic objectives change?
- Human Resource Management Plan: Is there general agreement & acceptance of the current status and progress of the MLOps project?
- Earned Value Status: Where is evidence-based earned value in your organization reported?
- Executing Process Group: What are the main processes included in MLOps project quality management?
- Procurement Audit: Was the award criteria that of the most economically advantageous tender?
- Lessons Learned: Is there a clear cause and effect between the activity and the lesson learned?
- Schedule Management Plan: Is the ims used by all levels of management for MLOps project implementation and control?
- Procurement Management Plan: Are MLOps project team members involved in detailed estimating and scheduling?
- 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.
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CONTENTS:
Checklists:
Checklists:MLOps Checklist Report on PERFORMANCE.pdf
Checklists:MLOps Checklist Report on MACHINE.pdf
Checklists:MLOps Checklist Report on INFORMATION.pdf
Checklists:MLOps Checklist Report on ORGANIZATION.pdf
Checklists:MLOps Checklist Report on DATA.pdf
Checklists:MLOps Checklist Report on MODEL.pdf
STEP 1 Get your bearings:
STEP 1 Get your bearings:MLOps_Quick_Exploratory_Self-Assessment_Guide.pdf
STEP 1 Get your bearings:MLOps Self-Assessment Pre-Filled EXAMPLE.xlsx
STEP 2 Set concrete goals tasks dates and numbers you can track:
STEP 2 Set concrete goals tasks dates and numbers you can track:MLOps.pdf
STEP 2 Set concrete goals tasks dates and numbers you can track:MLOps Self-Assessment.xlsx
..and the Project Management resources in 'STEP 3: Implement, Track, follow up and revise strategy' as described above.
Who This Toolkit Is For
This Toolkit is specifically designed for professionals who want to get results or those who want to sell more of their products and services such as…
- Coaching or Consulting
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Bottom line, if you are managing high-end products and services, this toolkit will help you know more, see more and sell more - as well as train your people and co-workers to do so.
If you are a professional who wants to level-up, this Toolkit will help you do exactly that. And if you ever decide to launch products or services, this Toolkit will give you the skills that will not only serve you today as a professional but also in the future as an entrepreneur.
These skills will enrich every part of your life.
Are you ready to get started?
Are you clear on what you are struggling with, want to figure out what the problem is, diagnose it, and get a solution? The solution is something this Toolkit can provide, and we believe it can solve your problem, but you have to decide if you want to become a part of it or not.
Decision Making:
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The Reason:
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Can you fill in the blanks: “I need help with … because of …?”
You are here because we have a great reputation in the space, and you specifically want this Toolkit to help you, but why now, why is it so important to solve this right now?
The answer to this question is your REAL pain:
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- What have you tried to fix it?
- How long has this been a problem?
- Is this problem affecting your life in other ways, and how?
Tried:
What have you tried so far to fix this? Is there pain of frustration to solve this all on your own?
This Toolkit gives you your proven advisor, an advisor the vast majority of professionals do not use, because they do not know it exists. If you have tried Toolkits before, so have everyone else of our 200.000 clients. Once they use this Toolkit, they are shocked as to how they quickly get results.
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What is driving you to achieve that goal? How would that affect you or change your life. What would that look like.
The reason WHY you want something always comes down to either love or status - have clarity on your WHY.
Ownership:
What is stopping you from achieving this all on your own without any help? If your answer is one of these three answers, this Toolkit is right for you:
- I do not know how to do it
- I want to follow a proven process from someone that has already done it
- I want to get there faster
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The fact is, it is never a good time, it is never a good time to start a new program, and it is never a good time to fix a major problem. And even if you think a later time is a good time, you know something will come up. Life will keep happening. If you truly want to solve this problem, would you agree you have to commit to solving it even when it is not the perfect time?
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Which would you like to do?
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