Data Science dan Digital Marketing 2

In recent years, the demand for Data Science professionals has increased rapidly. What is the main factor causing this increase in demand?

• Lack of student interest in IT

• Massive growth of data generated by various industries

• Decrease in data security levels

• Reduced need for data analysis

• Limitations in technology development

A telecommunications company wants to improve the quality of its services. They hire a data scientist to analyze customer internet usage data and identify areas that need improvement. What will the data scientist do?

• Conduct surveys with customers

• Design a new telecommunications network

• Sell telecommunications products to customers

• Analyze customer internet usage data

• Build new IT infrastructure

Budi has just completed his vocational studies in Mechatronics. He has a great interest in data science and wants to work in that field. Budi has some experience in data science projects, such as analyzing sales data for an online store. What types of jobs can a data scientist do in large technology companies?

• Analyze user data to improve user experience

• Build predictive models to help companies make business decisions

• Develop new algorithms for machine learning

• All of the above

• Only B and C

What makes the field of data science one of the most sought-after job fields today?

• Lack of competition in the market

• High demand for statistical understanding

• Ability to predict current fashion trends

• Minimal need for computer programming

• Limited use in industry

Here are some skills needed to become a Data Scientist, except...

• Programming skills

• Mathematics and statistics

• Mathematics and statistics

• Interpersonal skills

• Musical skills

Currently, many companies need talent in the field of data science. The main reason companies need data scientists is to...

• Increase operational efficiency and decision-making.

• Build websites and mobile applications.

• Design computer networks and IT infrastructure.

• Conduct research and development of new products.

• Handle legal and regulatory issues of the company.

A technology company wants to develop an application that can predict the risk of heart disease. They plan to collect health data from patients in hospitals without their consent. Is this action by the technology company ethical?

• Yes, because patient health data is very important for application development.

• Yes, as long as the technology company protects patient privacy.

• No, because the technology company must ask for patient consent before collecting data.

• No, because the technology company must use other, more ethical methods.

• No, because the technology company must collaborate with doctors before collecting data.

A data scientist finds that accurate data processing leads to results that contradict the company's business interests. How should he handle this situation from an ethical standpoint?

• Hide the conflicting results to protect the company's interests

• Inform the findings to the management and seek a solution together

• Share the conflicting results openly with the public

• Modify the data to align with the company's interests

• Delay disclosure of results until management approval is obtained

When collecting consumer data, a data scientist...

A data scientist finds that most users are unaware that their data is being collected. How should they handle this finding from an ethical standpoint?

• Continue collecting data without providing further information to users

• Inform users after the data has been collected to avoid discomfort

• Stop data collection and provide privacy options to users

• Sell the data without informing users to increase company profits

• Use the data without considering users' privacy rights