Program 1 : Exploratory Data Analysis
Program 2 : Implementation of Supervised Machine Learning algorithm following Non-Parametric Approach. Here, KNN.
Program 3 : Simple and Multiple Linear Regression
Program 4 : PCA vs. LDA
Program 5 & 6 : ANN, SVM and Logistic Regression
Program 7 & 8 : SVM Regression and Classification
Program 9 : KNN Classifier
Program 10 : Naive Bayes Classifier
Program 11 : Clustering
Program 12 & 13 : Heirarchical Clustering and DBSCAN