Machine Learning with Python

This repository contains the implementation of python of the following machine learning algorithms:

1. Regression (Linear, Non-Linear)
2. Classification (KNN, Decision Tree, Logistic Regression, SVM)
3. Clustering (K-Means, DBSCAN, Hierarchical)

Contains the notebooks of the following projects:

1. Prediction of CO2 Emission using Simple Linear Regression
2. Cancer Cell Classification using SVM
3. Predict the Telecommunication Customer Group using K-Nearest Neighbors
4. Predicting Customer Churn using Logistic Regression
5. Predicting Drug for a Future Patient with the Same Illness using Decision Tree Classifier.
6. Customer Segmentation with K-Means
7. Weather Station Clustering using DBSCAN & scikit-learn