Machine Learning Nanodegree Capstone Project

Introduction

This project explores the use of Convolutional Nerual Networks to find a better generalized model than regular supervised learning models in classifying whether a question asked on the Quora's platform is sincere or not.

Dataset used:

• Quora insincere Questions - Competition Page Kaggle
• GloVe 100d
  • No need to upload/download it, wget command with link in jupyter file to download directly to the root folder

Python Version:

• Python 3.7

Libraries used:

• Numpy
• Pandas
• Scikit-learn
• NLTK
• Imblearn
• Keras with Tensorflow backend