Pinned

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