Advanced Programming for Data Science - COSC2820 - IT Assignment Help

Assignment Task

1. Overview - This assessment description concerns Milestone II of the NLP web-based data application project. In Milestone I, we have built several machine learning models based on different feature representations of documents to classify job advertisement categories. In Milestone II, we will develop a job hunting website based on the Python Flask web development framework. The developed website will allow job hunters to browse existing job advertisements, as well as employers to create new job advertisements. The website will adopt one of the machine learning models that we built in Milestone I, for the purpose of auto classifying categories for new job advertisement entries. Such functionality helps to reduce human data entry error, increase the job exposure to relevant candidates, and also improve the user experience of the job hunting site.

2. Learning Outcomes - This assessment relates to following learning outcomes of the course:

CLO 1: Document and maintain an editable transcript of the data pre-processing pipeline for professional reporting;

CLO 2: Build small to medium scale data-driven applications using a Web development framework.

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