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Data Science

Machine Learning

Data Science

Machine Learning

Field of study to extract knowledge from data

Study of algorithms that improve automatically through experience

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approx 100 words

Dialectical Questions

General

How are Data Science and Machine Learning the same?

How are Data Science and Machine Learning different?

What does Data Science highlight about Machine Learning?

What does Machine Learning highlight about Data Science?

Where do Data Science and Machine Learning most directly clash?

Where do Data Science and Machine Learning unexpectedly connect?

What are the main strengths of Data Science compared to Machine Learning?

What are the main strengths of Machine Learning compared to Data Science?

What are the main weaknesses of Data Science compared to Machine Learning?

What are the main weaknesses of Machine Learning compared to Data Science?

What larger context includes both Data Science and Machine Learning?

How might Data Science and Machine Learning balance or complement each other?

What would the world look like if Data Science dominated?

What would the world look like if Machine Learning dominated?

What would be lost if Data Science disappeared?

What would be lost if Machine Learning disappeared?

How might Data Science and Machine Learning depend on each other?

What hidden patterns link Data Science and Machine Learning?

How might Data Science and Machine Learning evolve in the future?

Can the conflict between Data Science and Machine Learning be resolved—or only managed?

Self & Identity

How do Data Science and Machine Learning shape ideas of identity?

What does choosing Data Science over Machine Learning say about the self?

How might people identify with Data Science differently than with Machine Learning?

Culture & Symbol

What cultural meanings are attached to Data Science and to Machine Learning?

How are Data Science and Machine Learning represented in symbols, stories, or media?

What metaphors capture the tension between Data Science and Machine Learning?

History & Memory

How has history treated Data Science compared to Machine Learning?

What past conflicts or links between Data Science and Machine Learning still matter today?

How do memories of Data Science affect the way we see Machine Learning?

Nature & Cosmos

How do Data Science and Machine Learning relate to the natural world?

How does Data Science reflect universal laws differently from Machine Learning?

What natural metaphors describe Data Science and Machine Learning?

Body & Health

How do Data Science and Machine Learning each affect human wellbeing?

What emotions or sensations are tied to Data Science versus Machine Learning?

How do Data Science and Machine Learning relate to survival or resilience?

Economy & Work

How do Data Science and Machine Learning change the meaning of work or value?

How do Data Science and Machine Learning compete for resources?

What would everyday life look like under Data Science versus Machine Learning?

Power & Control

How does Data Science try to control or influence Machine Learning?

How does Machine Learning try to control or influence Data Science?

Who gains power if Data Science dominates Machine Learning, or if Machine Learning dominates Data Science?

Learning & Knowing

How do Data Science and Machine Learning define knowledge differently?

What kinds of truth are emphasized by Data Science versus Machine Learning?

How does comparing Data Science and Machine Learning expand what we know?

Technology & Tools

How do Data Science and Machine Learning influence the tools people use?

How do Data Science and Machine Learning change through new technologies?

How do Data Science and Machine Learning shape the pace of progress?

Imagination & Play

How do Data Science and Machine Learning inspire creativity or play?

What games or stories can be told about Data Science vs Machine Learning?

How do Data Science and Machine Learning shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Data Science? To Machine Learning?

How would art or music express Data Science compared to Machine Learning?

What inner conflicts arise when choosing between Data Science and Machine Learning?

Paradigms & Patterns

What assumptions about reality are revealed by Data Science versus Machine Learning?

What patterns link Data Science and Machine Learning?

How could Data Science and Machine Learning be combined into a new paradigm?

Data Science

Machine Learning