Data Challenges in Research – is DV2 the Answer?


Certus Insight GM Julien Redmond is joined by former Agricompas CTO Richard Strange to discuss data science and its application to problems.

Richard is currently completing a D.Phil at Oxford University and has strong domain knowledge of the use of Data Science and applied AI in both academic research and in business.

This episode covers:

  • What is Data Science
  • What is a data model
  • The types of inputs to the model there are
  • The typical types of outputs from the model
  • What are the important question in the application of Data Science to any given problem

Researching Volcanic Activity

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Below is an example of the business logic Richard applied to his research

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Description automatically generated with medium confidenceAnd this is the architecture of the Data Vault that has been developed to study three volcanos listed under sources.

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Description automatically generatedRichard then takes us through how he applies the methodology building models that become soft rules.

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