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Mapa mental

Data science

Gabriel Barrera Espanhol

Conteúdo do mapa

Data science

  1. is divided in many

    • Disciplines
      • Such as
        • Data mining
          • Look for
            • Patterns
            • Regularities
            • Anomalies
            • Relationships
          • Does not have a hypothesis
        • Artificial intelligence
          • Machine learning
            • Uses
              • Previous experiences
              • Existing knowledge
              • Historical data
                • to improve
                  • it's algorithms
            • It trains
          • Tries to
            • Emulate human thinking
            • Emulate capabilities of humans
            • Solve complex problems
        • Data analytics
          • Looks for
          • Has a hypothesis
  2. Now, the information age

    • is divided into
      • Big data
        • has
          • Massive amounts of data
          • High velocity
          • High volume
          • High value
        • uses
          • computer power
      • Classical statistics
        • don't need computers
        • can be used at
          • prediction
          • problem solving
          • data backed decition making
    • has brought
      • online marketing methods
        • such as
          • ads
          • recommendation systems
            • youtube
            • netflix
            • facebook
            • google
  3. is the science in charge of

    • collecting
    • storing
      • data
        • through
          • statistical modelling
            • in which are found
              • k-means clustering
              • dimensions reduction
              • linear regression
            • mainly uses
              • independent variables
              • dependent variables
    • visualizing
    • processing

Informações

Descrição
this is the mind map of informatic about data science
Criado por
Gabriel Barrera
Visualizações
4
Histórico
  • Criado por juan bueno · 25 out 2019
  • Copiado por Gabriel Barrera · 28 out 2019
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