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Image Classification

  • AutoKeras
  • Learning Rate LR Finder
  • Cyclice Learning Rate
  • Pre - Trained Models
  • OCR

Natural Language Processing

  • OCR
  • Sentiment Analysis
  • Autocorrect
  • Vader Sentiment Analysis

Data Science

  • Target Normalization
  • Bagging
  • Boosting
  • Stacking
  • Advanced Regression Stacking
  • Data Imputation
  • MICE - KNN - FancyImpute - Datawig
  • H2O.ai AutoML
  • PyCaret
  • HyperOpt - Bayesian Optimization

Competitions

  • Analytics Vidhya - Hackathons
  • MachineHack
  • Kaggle
  • HackerEarth