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Neural Networks and Embeddings for Natural Language Processing

Outline:

  • Download the Data
  • Prepare Data for Training
  • Logistic Regression Model
  • Feed Forward Nueral Network

Dataset: https://www.kaggle.com/c/quora-insincere-questions-classification

Download the Data

Upload your kaggle.json file to Colab

!ls
sample_data 
import os
IS_KAGGLE = 'KAGGLE_KERNEL_RUN_TYPE' in os.environ