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1. Optimizing-Retail-Strategy-based-on-the-Pattern-of-Products-in-Groceries-Transactions Optimizing-Retail-Strategy-based-on-the-Pattern-of-Products-in-Groceries-Transactions Public

   What kind of relationship of product that we have in the UK and Ireland wholesalers? How can that information be used to help business decisions making? You can find the answers in this repo.

   Jupyter Notebook 3 4

2. Automated-Keywords-Extraction-of-Data-Analyst-Job-Descriptions-from-Indeed-using-NLP Automated-Keywords-Extraction-of-Data-Analyst-Job-Descriptions-from-Indeed-using-NLP Public

   Scraped job description and leveraged the concepts of Natural Language Processing (NLP) and GloVe Algorithm to extract the keywords through data and performed analysis. Presenting the vital keyword…

   R 20 2

3. Satellite-Images-Prediction-with-Random-Forests-and-Multinomial-Logistic-Regression Satellite-Images-Prediction-with-Random-Forests-and-Multinomial-Logistic-Regression Public

   Developed a random forest model to predict satellite images with 91.4% accuracy and 0.02% standard deviation of accuracies for all replications.

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4. Machine-Learning-and-AI Machine-Learning-and-AI Public

   3 Capstone Projects: Predicting Daily Activities and Sports Project, Predicting the Amount of Active Ingredient of Pharmaceutical Tablets Data, and Predicting handwritten Digits from the USPS.

   R 1