NLP-based Predictor

Data Science, Research, Machine Learning, Python, NLP
Project Overview
The goal of this project was, to show all the meaningful contextual words "around" the main word i.e. happy, in order to better predict associate words based on personality. This was done, by training a word2vec model with the MBTI Kaggle Dataset.


Use-Cases in Practice
The following constructs can be supported and improved by NLP algorithms: motivating employees, managing conflicts and self-motivation, managing emotional states, effective communication, building trust, increasing productivity, improving customer service, strategic planning , goal setting and vision alignment and greater flexibility.

(Oberholzer, 2014