- Assignment 01 Study on Python Packages pandas, numpy, matplotlib, sklearn, seaborn
- Assignment 02 Linear Regression
- Assignment 02.1 Linear Regression User Defined Function
- Assignment 03 Neural Network PLA, MLP
- Assignment 03.1 Neural Network User Defined Function
- Assignment 04 Support Vector Machine SVM
- Assignment 04.1 Support Vector Machine SVM User Defined Function
- Assignment 05 K Nearest Neighbor KNN
- Assignment 05.1 K Nearest Neighbor KNN User Defined Function
- Assignment 06 K-Means Clustering
- Assignment 07 Decision Tree
- Assignment 08 Random Forest and AdaBoost in Ensemble
- Assignment 09 Dimensionality Reduction Techniques
- Test 01 Test on Supervised learning
- Test 02 Test on Unsupervised learning
Project 🏆 ✨
Develop a Full-fledged Deployed ML Application to Predict Indian Election Opinion Poll Results Using Historical Election Data. This project aims to enhance the accuracy of opinion polls, reducing manpower by employing machine learning models.
