Data Science TY BSC Computer Science SEMVI Quiz
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Questions and Answers

What is the main goal of Data Science?

  • To blend various tools, algorithms, and machine learning principles (correct)
  • To automate financial tasks
  • To manage resources efficiently
  • To process historical data

How does a Data Analyst differ from a Data Scientist?

  • A Data Analyst applies real-time predictive analytics, while a Data Scientist uses fraud detection
  • A Data Analyst automates financial tasks, while a Data Scientist manages resources efficiently
  • A Data Analyst focuses on customer segmentation, while a Data Scientist focuses on risk modeling
  • A Data Analyst only processes historical data, while a Data Scientist uses advanced machine learning algorithms (correct)

Which industry has benefited significantly from Data Science for managing resources efficiently?

  • Healthcare
  • Banking (correct)
  • Manufacturing
  • Education

What is one of the biggest applications of Data Science mentioned in the text?

<p>Risk analytics automation (B)</p> Signup and view all the answers

What distinguishes a Data Scientist from a Data Analyst in terms of their use of machine learning?

<p>A Data Scientist uses various advanced machine learning algorithms, while a Data Analyst processes historical data (D)</p> Signup and view all the answers

What is a key role of data science in the transportation sector?

<p>Creating safer driving environments and optimizing vehicle performance (C)</p> Signup and view all the answers

How has data science transformed the e-commerce industries?

<p>Identifying consumer profiles and economic indicators (D)</p> Signup and view all the answers

What is a primary application of machine learning in the financial industry?

<p>Identifying, monitoring, and prioritizing risks (D)</p> Signup and view all the answers

How is data science being used in the healthcare industry?

<p>Medical image analysis and genetic research (C)</p> Signup and view all the answers

What is the impact of data science on the manufacturing industry?

<p>Optimizing production, reducing costs, and predicting potential problems (D)</p> Signup and view all the answers

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