1. Insights In Wheat Seed And Irish Flower Data Through PCA Lab 1: Principal-Component-Analysis 2. Decision Tree Model for Banknote Verification: Classifying Authenticity with Precision Lab 2: Decision Trees 3. Predictive Analysis Of Heart Disease Using Naïve Bayes Classifier Lab 3: Naive Bayes 4. Exploring K-Nearest Neighbors (KNN) Algorithm for Water Quality Prediction Lab 4: K Nearest Neighbor 5. Implementing ANN from Scratch to classify Handwritten Digits. Lab 5: Implementation of ANN from Scratch 6. Segmenting Lake & Granite using k-means Clustering Lab 6: Image_Segmentation_using_K_means_Clustering 7. Implementing ID3 and C4.5 from Scratch and Comparing Results on Go to Collage Dataset Project Work: ID3-and-C4.5-from-Scratch