This repo contains collateral that provides organisations with a framework for assessing their level of maturity or capability within the sphere of data and analytics.
The primary objective of this repository is to provide a list of "features" or "capabilities" that could be considered indicators or oragnisational maturity within the area of data and analytics. In order to assist with the creation of such a list we broadly define the area as data and analytics using the simple conceptual model shown below.
Using the model shown above we categorise our "features" into 6 primary "variants" of data and analytics:
- Data Lake
- Agile Bi
- Modern Data Warehouse
- Machine Learning & Data Science Exploration
- Real-Time Analytics
- OLTP Databases
The core reporistory consists of an issues list. An issue has been created for each "feature" that is considered an indicator of maturity. You can view and collaborate on the features using the standard issue list (https://github.com/microsoft/azure-data-services-go-fast-capability-assessment/issues) contained in this repository.
If you wish to view and interact with a summary report containing these issues please got to the Power BI report found at the link below:
Public Feature List in Power BI
The issues list contained in this repository can be used to carry out a "self" assessment and obtain a capability or maturity score for each of the data and analytics variants. To do this please carry out the following steps:
- Download and fill out the orange columns in the Excel Assessment Template.
- Download the Assessment Power BI Report Power BI Assessment Template and use it to generate your capability scores. Note you will need to point the Power BI Assessment template to your version of the Excel Assessment Template. Do this by editing the Power BI File parameters.
- Download the Power Point Assessment Template. Modify this template to create a maturity assessment summary presentation.
Once the process is complete you will be able to generate charts similar to those shown below:
Using the tools provided in this repository you can build out a data and analytics strategy that is designed to drive targeted capability uplift for your organisation. By reviewing and customising the feature list items you can effectively build your organisation's view of the utopian future state. By rating your organisation's current cpabilities as they pertain to each of the feature list items you can effectively build out your current state. Finally, by prioritising the gaps in your current capabilities and grouping these into projects you can define a full program of work that clearly sets out your transition plan from current to future state. A grapghical depiction if this is provided in the figure below.
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.
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