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Statement of data science tasks:

  • Product Task Definition
  • Remove Negative Comments Machine Learning Problem Statement
  • Binary Classifier and Precision/Recall Metrics Dataset search (taking it from Kaggle) EDA (via pandas)
  • Text preprocessing (using nltk and scikit-learn)
  • Model training (with scikit-learn)
  • What to do next (about deployment in production)