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

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

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...

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Bibliographic Details
Main Author: Sivaramakrishnan, Hemang
Other Authors: S Supraja
Format: Final Year Project (FYP)
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

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