ML-LAB-VI-SEM
This repository contains the problems discussed in the Machine Learning Lab (III-Year II-Sem) at Vignan’s Institute of Information Technology, Visakhapatnam.
LIST OF EXPERIMENTS
| Ex | Name of the Experiment | Topics Covered |
|---|---|---|
| 1 | Study of Python basic libraries such as Numpy and Scipy | Numpy & Scipy |
| 2 | Study of Python libraries for ML applications such as Pandas and Matplotlib. | Pandas & Matplotlib |
| 3 | Write a Python program to implement Simple Linear Regression. | Linear Regression |
| 4 | Implementation of Multiple Linear Regression for House Price Prediction using sklearn. | Linear Regression |
| 5 | Implementation of Decision Tree using sklearn. | Decision Tree |
| 6 | Implementation of KNN using sklearn. | k-Nearest Neighbors |
| 7 | Write a program to implement Support Vector Machines. | Support Vector Machines |
| 8 | Implementation of Logistic Regression using sklearn. | Logistic Regression |
| 9 | Build an Artificial Neural Network by implementing the Backpropagation algorithm. | Backpropagation |