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  1. E-Commerce-Customer-Segmentation-by-KMeans-Clustering E-Commerce-Customer-Segmentation-by-KMeans-Clustering Public

    Given the e-commerce data, k-means clustering algorithm is used to cluster customers with similar interest. The data was collected from a well known e-commerce website over a period of time based o…

    Jupyter Notebook 1 1

  2. Vaccine-Usage-Prediction-by-Logistic-Regression Vaccine-Usage-Prediction-by-Logistic-Regression Public

    Logistic Regression is a supervised learning algorithm. This project is based on a classification problem where the objective is to predict how likely it is that the people will take an H1N1 flu va…

    Jupyter Notebook 1 2

  3. Market-Positioning-of-Mobile-by-K-Nearest-Neighbors-Classification Market-Positioning-of-Mobile-by-K-Nearest-Neighbors-Classification Public

    This project is based a classification algorithm i.e. KNN which is run on a mobile dataset consisting of 2000 rows and 15 columns. It is a multi-class problem where mobiles phones are classified in…

    Jupyter Notebook

  4. Naive-Bayes-Classifier Naive-Bayes-Classifier Public

    This project is based on a classification algorithm i.e. Naive Bayes which is run on a mobile dataset consisting of 2000 rows and 15 columns. It is a multi-class problem where mobile phones are cla…

    Jupyter Notebook

  5. Predicting-Term-Deposit-Subscription-by-a-Client-by-SVM-Classifier Predicting-Term-Deposit-Subscription-by-a-Client-by-SVM-Classifier Public

    Support Vector Machine Classification model is applied on bank dataset containing 41188 rows and 21 columns. The data is related with direct marketing campaigns of a Portuguese banking institution.…

    Jupyter Notebook

  6. Breast-Cancer-Prediction-by-Ensemble-Techniques Breast-Cancer-Prediction-by-Ensemble-Techniques Public

    Given the details of cell nuclei taken from breast mass, objective is to predict whether or not a patient has breast cancer using the Ensembling Techniques. This is a classification problem. The da…

    Jupyter Notebook