Page 110 - Data Science class 11
P. 110

• Documenting the lineage of the data assets and the access controls related to the data to meet regulatory necessities
          and avoid fines.
           • Establishing data proprietorship and related responsibilities to upgrade data security.
           • Define and verify policies for data distribution including the responsibilities and liabilities of the concerned internal
          and external entities.
           • Defining goal is the most crucial step in creating a data governance framework.
           • Adopt a data governance framework so that once your goals are set, your employees can achieve them.
           • Determine a data governance model.
           • Create a distribution process.

        Some benefits of implementing a data governance framework are:
           • Procedures around regulation and compliance activities become exact.
           • There is greater transparency within data-related activities.
           • Increase in value of organisation’s data.
           • Better resolution of issues around current data.




                Recap


           Ÿ  The term Data Ecosystem is defined as a platform used by an organisation to collect, store, analyse and control data. It is
           a combination of algorithms, programming languages, packages, cloud-computing services, and general infrastructure.
           Nowadays, the size of data is increasing at a remarkable speed and becoming large, dynamic and unstructured. This data
           Ÿ
           is known as big data.
           Every organisation must have policy to deal with the data ethically. It's not merely a legal requirement but essential for
           Ÿ
           long term success of any organisation.
           Threats from outside the organisation may include hackers, cybercriminals, competitors, or any malicious person who is
           Ÿ
           not associated with the organisation.
           Espionage basically means to spy on a business to obtain confidential information about its operations.
           Ÿ
           In IP spoofing an attacker tries to convince a system that it is communicating with a trusted entity like a trusted website
           Ÿ
           and, therefore, to provide access by circumventing its firewall.
           Ÿ  Denial of Service (DoS) Attacks is an attack that makes websites or online services unreachable by users by flooding the
           server with requests.
           Data governance framework is a collection of practices and processes that ensure the authorised management of data in
           Ÿ
           an organisation.

























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