Analysing job advertisements and skill descriptions using NLP techniques (part 2: applying machine learning techniques and part 3: use of statistical models) - collaboration with CAO

• Main Author: Sivaramakrishnan, Hemang
• Other Authors: S Supraja
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Engineering; Machine learning; NLP; Deep learning; Topic modelling; Data analytics; Data science
• Online Access: https://hdl.handle.net/10356/176383
• Institution: Nanyang Technological University

This paper presents a thorough investigation into the use of Natural Language Processing (NLP) and data analytics to analyse the job market for graduates, students, and job seekers. The study will use advanced NLP techniques and machine learning algorithms to dissect job- related data from a variety...