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  1. WordEmbedding WordEmbedding Public

    Explore word embedding, Understand contextual word embedding using BERT Text classification with both traditional machine learning methods and deep learning methods

    Python 1

  2. Classification Classification Public

    Classification

    R

  3. Principle-Component-Analysis Principle-Component-Analysis Public

    Principle Component Analysis

    R

  4. CollaborativeFiltering CollaborativeFiltering Public

    Neighborhood-based collaborative filtering with Surprise Latent factor collaborative filtering with Surprise

    Python

  5. RandomForest-KNN-Regression RandomForest-KNN-Regression Public

    Advanced Data Analytics final project using decision trees, random forests and K-Nearest Neighbors models to analyze life expectancy and mortality rates of United States cities. Utilized R Studio a…

    R

  6. RecommenderSystems RecommenderSystems Public

    Build recommender system with Surprise Neighbor-hood based apporach Latent factor approach, i.e., Singular value decomposition (SVD) Build recommender system with Keras, Generalized matrix factoriz…

    Python 1