Ethics in Data Science Class 9 NCERT Solutions, Ethical guidelines and data governance frameworks in data science helps to understand the goals and need for ethical guidelines and data governance framework in data science.
Ethics in Data Science Class 9 NCERT Solutions
1. We need policies to discourage unethical use of data.
a. Yes
b. No
2. You take some data for research from a few users. Is it ethical to share the results back to the participants?
a. Yes
b. No
3. Is it ethical to let your preconceptions or opinions interfere in the data collection process?
a. Yes
b. No
4. Can you lie about the data collected and show the results in your favour?
a. Yes
b. No
5. Should shared private information be treated confidentially?
a. Yes
b. No
6. For encouraging people to give data for your analysis, is it a good practice to let people know who you are?
a. Yes
b. No
7. Data governance helps in which of the following?
a. Cleaner data
b. Better data
c. Leaner data
d. All of the above
8. Data governance helps to prevent errors and misuse of the data.
a. Yes
b. No
Standard Questions
1. Explain the goals of ethical guidelines in your words.
Answer: Ethical guidelines are like a moral compass for anyone working with data, research or technology. The key goals are:
- Professional integrity and accountability
- The integrity of data and methods
- Follow informed-consent rules
- Respect confidentiality and privacy
2. Describe the goals of data governance in your words.
Answer: The goal of data governance is to create methods, sets of responsibilities, and processes to standardise, integrate, protect and store data. The key objectives are:
- To improve internal and external communication
- To increase the value of data
- To reduce costs
- To implement compliance requirements
- To minimise risks
- To establish internal rules for data use
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