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Popular repositories

  1. Clustering-Analysis Clustering-Analysis Public

    Kmeans, elbow curve, 3d plot

    Jupyter Notebook 1

  2. Optimization-of-Call-Center-Agent-Targets Optimization-of-Call-Center-Agent-Targets Public

    The purpose of this problem is to find the ideal targets and its weightings of a call center agent's scorecard. Scorecards are used to track the agent's performance (such as customer quality, save …

    Jupyter Notebook 1

  3. Spam-Detection- Spam-Detection- Public

    Example of how sklearn's tokenizer works with a classification problem. Grid search and a neural network are used to model this problem

    Jupyter Notebook

  4. Insurance-Analysis Insurance-Analysis Public

    Example of how sklearn regression models are used: uses Numpy, Pandas, Sklearn (StandardScaler, train_test_split, RidgeCV,), XGBooster

    Jupyter Notebook

  5. Sklearn-Pipelines-Template Sklearn-Pipelines-Template Public

    Uses column transformer pipeline to one hot encoder the categorical data and standardize the numerical. Also use recursive feature elimination to find the number of variables to keep in the regress…

    Jupyter Notebook

  6. Time-Series-Analysis Time-Series-Analysis Public

    Using statsmodel to build an ARIMA model.

    Jupyter Notebook