Autonomous Analytics

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Problem Definition

Many techniques exist for Data and Decision Analytics (D2A). However, these techniques heavily rely on human interventions. For example, while automated data cleaning techniques exist, a human needs to make decisions on how to clean the data. 

 

Research Objectives

  • Designing autonomous data and decision analytics techniques with minimum or no human interventions to save organisations on some of the costs involved in maintaining the data analytics infrastructure
  • Understanding the differences between human and machine analytics to design better autonomous analytics systems