Automatic Machine Learning

Updated: 2 days ago

Title
Automatic Machine Learning
Description
Machine learning has achieved great success in recent years. However, machine learning techniques are still not accessible to many practitioners who are knowledgeable in their domains, but unfamiliar with machine learning techniques (e.g., hyper-parameter tuning). Automatic machine learning can help increase the accessibility of the techniques to the wider communities.  This project aims to research on automatic machine learning, and build world-class systems by exploiting automatic machine learning techniques.
Payment type
Fortnightly Stipend
Value
$30000
Value unit
Per annum
Basis of award
Academic Achievement, Research Publications, Research Excellence
Eligibility
  • Good programming skills in Python/ C
  • Mathematically mature (i.e., proficient and comfortable  with probability theory, statistics, linear algebra, optimisation, and calculus)
  • Master/Honours degree in Computer Science or equivalent  disciplines, with experience in Machine Learning/Deep Learning/Artificial Intelligence
  • Experience in system building is a plus
  • Interested applicants should complete the online Expression of Interest - including the name of this project as reference.
Nationality
Australian Citizen, Australian Permanent Resident, International
Study area
Computer Science
Commencement date
15/07/2020
Applications open
16/01/2020
Applications close
30/03/2020
Tenable At
University of Western Australia
Currently available
Yes
Application status
Open

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