# Data Strategy

1. (excellent) [how to get started](https://towardsdatascience.com/data-strategy-716059d5c066)
2. Analytics 8(excellent) 
   1. [7 elements of data strategy](https://www.analytics8.com/blog/7-elements-of-a-data-strategy/) - you can deep dive into other articles
   2. [7 tips for strong data infra](https://www.analytics8.com/blog/7-tips-for-strong-data-infrastructure/)
   3. [step 2/5 how to develop it](https://www.analytics8.com/blog/how-to-develop-data-strategy-roadmap/)
3. (very good) [research data strategy - for research orgs](https://towardsdatascience.com/research-data-strategy-2fd447f83719)
4. [how to create an effective DS](https://medium.com/method-perspectives/how-to-create-an-effective-data-strategy-ffedb1bdc71a) - helps to ask the right questions on several topics
5. (needed) [RACI matrix](https://en.wikipedia.org/wiki/Responsibility_assignment_matrix) by wikipedia
6. [How to build an actionable data strategy phdata.io](https://www.phdata.io/blog/how-to-build-an-actionable-data-strategy-framework/)
7. two part article:
   1. [how to create a data strategy for your org](https://towardsdatascience.com/how-to-create-a-data-strategy-for-your-organization-e0493110b2e7)
   2. [how to create a perfect data strategy](https://towardsdatascience.com/how-to-create-a-perfect-data-strategy-7e8fd9bbfad0)
8. [a step by step guide](https://towardsdatascience.com/data-strategy-a-step-by-step-guide-91529a75c72b)
9. [why is your data strategy failing](https://medium.com/geekculture/why-your-data-strategy-is-failing-19e569b6b082)
10. [Become Data-Driven or Perish: Why your company needs a Data Strategy and not just more Data People](https://towardsdatascience.com/become-data-driven-or-perish-why-your-company-needs-a-data-strategy-and-not-just-more-data-people-aa5d435c2f9)
11. [create a data strategy](https://towardsdatascience.com/data-strategy-make-data-count-fa42b42d409) - a meta discussion
12. [data strategy for AI](https://medium.com/mmc-writes/the-ai-playbook-how-to-develop-a-data-strategy-for-ai-d74df9486c0e)
13. [how to create a successful data strategy](https://towardsdatascience.com/how-to-create-a-successful-data-strategy-1293bacf463c)
14. [Definition taken from DAMA](https://www.cleverrepublic.com/what-is/data-strategy/), what is [data management](https://www.cleverrepublic.com/what-is/data-management/), and [intelligence](https://www.cleverrepublic.com/what-is/data-intelligence/)
15. [Data Strategy: Good Data vs. Bad Data](https://towardsdatascience.com/data-strategy-good-data-vs-bad-data-d40f85d7ba4e)
16. [Data strategy in progress](https://dasbarrett.medium.com/data-strategy-in-progress-53e5e341ff7)
17. Series: Big data strategy, [Part 1](https://francesco-ai.medium.com/big-data-strategy-i-tips-for-analyzing-your-data-963292a43105), [Part 2](https://francesco-ai.medium.com/big-data-strategy-part-ii-a-data-maturity-map-8e41db568625), [Part 3](https://francesco-ai.medium.com/big-data-strategy-part-iii-is-your-company-data-driven-acf871c38001)
18. [Data before ML Strategy](https://medium.com/machine-learning-in-practice/first-things-first-you-need-a-data-strategy-before-you-can-have-a-machine-learning-strategy-366f8439aedf)
19. [from a product POV](https://towardsdatascience.com/connect-the-dots-in-data-strategy-56f65a1e63a5)
20. [Data Advantage Matrix](https://towardsdatascience.com/data-advantage-matrix-a-new-way-to-think-about-data-strategy-4178cd2f520a)
21. [create an effective strategy](https://medium.com/method-perspectives/how-to-create-an-effective-data-strategy-ffedb1bdc71a)
22. [how to get started](https://towardsdatascience.com/data-strategy-716059d5c066)