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1. Latent-Dirichlet-Allocation Latent-Dirichlet-Allocation Public

   Implemented a collapsed Gibbs sampler for Latent Dirichlet Allocation and trained a topic model on Reuters-21578 news corpus

   Jupyter Notebook

2. Movie-Recommender-System Movie-Recommender-System Public

   Course Project exploring stochastic gradient descent and alternating least squares method for optimizing matrix factorization

   Python 3 1

3. english-vietnamese-translator english-vietnamese-translator Public

   Adapted a seq2seq chatbot model (https://github.com/chiphuyen/stanford-tensorflow-tutorials/tree/master/assignments/chatbot) to a translation task

   Python

4. Customer-Clustering-Segmentation-Challenge Customer-Clustering-Segmentation-Challenge Public

   My work for the KPMG (open to public) challenge for bank customer segmentation based on its annual banking industry survey. Dimension of dataset 40,000rows x 150 columns

   Jupyter Notebook 13 7

5. Telecoms-churn-prediction Telecoms-churn-prediction Public

   Data science Nigeria competition for predicting customer churn

   Jupyter Notebook 2

6. DeepQ-Project DeepQ-Project Public

   Implemented Munchausen Reinforcement Learning from NeurIPS 2020 publication (https://papers.nips.cc/paper/2020/file/2c6a0bae0f071cbbf0bb3d5b11d90a82-Supplemental.pdf) and applied to OpenAI's cartpo…

   Python