Unsupervised IRT Model Parameter Estimation

Created by Alva Labs

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Profile

Machine learning

Applicable Experience & Durations

Senior (3h)

Evaluated Skills
Item Response Theory Unsupervised Learning Exploratory Data Analysis
Supported Technologies
Python
About

The task aims to evaluate a candidate's ability to approach a machine learning challenge focused on the Item Response Theory (IRT). It specifically examines unsupervised parameter estimation within the context of a hypothetical adaptive ability test.

Included
  • Automated functional tests
  • Project boilerplate
  • Detailed code review scorecard