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Data Mining using Python

  1. Data Preprocessing Task

    • Loading the dataset

    • Identifying the dependent and independent variables

    • Dealing with missing data

    • Dealing with categorical data

  2. Similarity and Dissimilarity Measures

  3. Linear Regression algorithm

  4. Decision Tree algorithm

  5. Apriori Algorithm

  6. Clustering

    • K-Means

    • Hierarchical Clustering

    • DBSCAN

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