Unlocking the power of data for domain modelling - Austmine
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Steve Sullivan Technical Lead DomainMCF Unlocking the power of data for domain modelling
Transcript of Unlocking the power of data for domain modelling - Austmine
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Steve Sullivan
Technical Lead
DomainMCF
Unlocking the power of data for domain modelling
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Data challenge
˃ Data diversity
˃ Structural controls
˃ Chemical composition
˃ Data volumes
˃ Process workflows
˃ External constraints
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In a recently reported case,
resource overestimation resulted in a
$140 million loss of value to shareholders.
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Transformational machine learning
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Democratisation of data
˃ Digitalisation is the pathway to the democratisation of data
˃ Data validation and interpretation regimes can help overcome
personal bias
˃ A data-driven culture embraces systems which are robust,
repeatable and user-independent