Unit of Competency Mapping – Information for Teachers/Assessors – Information for Learners
ICTDAT503 Mapping and Delivery Guide
Use unsupervised learning for clustering
Version 1.0
Issue Date: May 2024
Qualification | - |
Unit of Competency | ICTDAT503 - Use unsupervised learning for clustering |
---|---|---|---|
Description | |||
Employability Skills | |||
Learning Outcomes and Application | This unit describes the skills and knowledge required to cluster data extracts from big data following unsupervised machine learning methodologies and report on the findings.It applies to individuals who work in roles including, data analysts, data scientists, machine learning engineers, developers and programmers, and are responsible for data mining and machine learning activities with big data within medium to large organisations. No licensing, legislative or certification requirements apply to this unit at the time of publication. | ||
Duration and Setting | X weeks, nominally xx hours, delivered in a classroom/online/blended learning setting. Assessment must be conducted in a safe environment where evidence gathered demonstrates consistent performance of typical activities experienced in the customer service field of work and include access to: hardware and software and components required for using unsupervised learning for clustering organisational data reporting style guide and reporting processes required for unsupervised learning and machine learning a site where activities can be carried out. data required for clustering. Assessors of this unit must satisfy the requirements for assessors in applicable vocational education and training legislation, frameworks and/or standards. |
||
Prerequisites/co-requisites | |||
Competency Field |
Development and validation strategy and guide for assessors and learners | Student Learning Resources | Handouts Activities |
Slides PPT |
Assessment 1 | Assessment 2 | Assessment 3 | Assessment 4 | |
---|---|---|---|---|---|---|---|---|
Elements of Competency | Performance Criteria | |||||||
Element: Determine data clustering requirements |
| |||||||
Element: Finalise data clustering tasks |
|