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Project7_Group4_Netflix

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Project planning in Trello

  • Task split in Trello
  • Task duration in Toggle

Data Cleaning

  • data_clean.csv: cleaned dataset before encoding
  • data_clean_encoded.csv: cleaned and encoded dataset

EDA

  • Number of movies per year
  • Movies per country
  • The most popular genre per year
  • The most popular genre per country

Models

  • Linear Discriminant Analysis
  • GaussianProcessClassifier
  • BaggingClassifier
  • Gradient Tree Boosting

Each with:

  • feature selection
  • Hyperparameters tuning
  • comparison metrics

Finalization

  • Compilation of code files into one
  • Github upload

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Links

https://github.com/shinanna/Project7_Netflix
https://trello.com/b/pUyc1vyx/group-4-project-7

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Supervised Machine Learning Models on Netflix Dataset

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