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Exam (elaborations)

Introduction to Data Science (MIDTERM) fully solved & updated 2024

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  • Course
  • Introduction to Data Science
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  • Introduction To Data Science

What is Data Science? The art and science of turning data into actions. What did Herman et. al. 2013 describe data science as? Sunset What are the 3 important skills of a Data Scientist? Math & Statistics, Domain Expertise, Dev Ops The end-to-end process for data science i...

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  • February 17, 2024
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  • 2023/2024
  • Exam (elaborations)
  • Questions & answers
  • Introduction to Data Science
  • Introduction to Data Science
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Introduction to Data Science (MIDTERM) fully solved & updated 2024
What is Data Science? - answer The art and science of turning data into actions.
What did Herman et. al. 2013 describe data science as? - answer Sunset
What are the 3 important skills of a Data Scientist? - answer Math & Statistics, Domain Expertise, Dev Ops
The end-to-end process for data science is deeply rooted in math & statistics - answer Math & Statistics
Knowledge about a particular industry or department, including its business challenges and respective terminologies - answer Domain Expertise
Data Scientists have highly specialized needs for data, storage, computer, and more during the R&D phase of their work. Later they need to apply important Dev Ops steps to put their models into action. - answer Dev Ops
Peter Naur used it as an alternative name for computer science - answer 1974
The IFCS became the first conference to specifically feature data science as a topic - answer 1996
C.F. Jeff Wu suggested that statistics should be renamed Data Science - answer 1997
Hayashi Chikio argued for Data Science as a new interdisciplinary concept with the aspects: of data design, collection, analysis - answer 1998
Data Science is linked with terms referring to the process of finding patterns in a dataset: Data Mining, Knowledge Discovery - answer 1990s

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