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Implementation of A Book Recommender System Based on the GoodBook-10k Dataset

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Book-Recommender

General info

Book Recomender System

  1. Implemented using googbook-10k dataset (Download Dataset)
  2. Also we used goodreads_book_authors and goodreads_book_genres datasets (Download Datasets)

Phases

  1. Data Understanding Phase
    • DataUnderstanding_OveralStatistics_Phase.ipynb
  2. Data Preparation Phase
    • DataPreparation_Phase_(Section_1).ipynb
    • DataPreparation_Phase_(Section_2).ipynb
    • DataPreparation_Phase_(Section_3).ipynb
  3. Exploratory Data Analysis Phase
    • EDA_Phase_(Section_1).ipynb
    • EDA_Phase_(Section_2).ipynb
  4. Setup, Modeling And Evaluation Phase
    • Setup_and_Modeling_and_Evaluation_Phase.ipynb

Requirements

  • python3

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Implementation of A Book Recommender System Based on the GoodBook-10k Dataset

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