Page 110 - Data Science class 11
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• 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.
108 Touchpad Data Science-XI

