ML-LAB

KTU 2019 Scheme

List of Programs

Simple Python Program

1. Finding Union and Intersection
2. Count the occurrence of each word in a given sentence
3. Multiply two Matrices
4. Most Frequent words in a text file

Machine Learning Program

1. Linear Regression
2. Mulit-Variable Regression
3. Polynomial Regression
4. Logistic Regression
5. Naive Bayes
6. Decision tree ID3
7. Support Vector Machine Classifier
8. K-Nearest Neighbor Algorithm
9. K-Mean Clustering
10. Dimensionality Reduction PCA