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Guvi-Projects

BREAST_CANCER_PREDICTION

*Analysing the available data and exploring relationships among given variables Data Preprocessing.
*Training SVM classifier to predict whether the patient has cancer or not.
*Assess the correctness in classifying data with respect to efficiency and effectiveness of the SVM classifier.
*Tuning the hyperparameters of SVM Classifier.

E_commerce_Customer_Segmentation

*Analyzing the existing customer data and getting valuable insights about the purchase pattern.
*Data pre-processing including missing value treatment.
*Segmenting customer based on the optimum number of clusters ('k') with the help of silhouette score.

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