23AD55- DATA MINING LAB INTERNAL EXAMINATION
23AD55- DATA MINING LAB INTERNAL EXAMINATION(30-10-2026) ***Use the Python library scikit-learn wherever necessary Question Q is Common to All Q. Implement the following data preprocessing tasks using Python libraries. a) Loading the dataset b) Identifying the dependent and independent variables. c) Dealing with missing data d) Dealing with categorical data. e) Scaling the features. f) Splitting the dataset into Training and Testing Sets 1. a) Implement Pearson’s Correlation Similarity and Dissimilarity Measures using Python b) Build a model using the linear regression algorithm on any dataset. 2. a) Implement Cosine Similarity and Dissimilarity Measures using Python b) Implement a classification model using the Decision Tree algorithm on the Iris dataset 3. a) Implement Jaccard Similarity and Dissimilarity Measures using Python b) Implement the K-Means clustering algorithm on any dataset...