Machine Learning Projects

This repository consists of implementation of various Machine Learning Projects

Data Engineering

1. Data Cleaning
2. Data Visualization
3. Numpy

Supervised Learning Classification

1. Bank Notes Authentication - Fake/Real Notes Classification
2. Decision Tree Titanic Survival Classification
3. Logistic Regression Affair or Not Affair Classification
4. PIMA Diabetes Classification
5. Titanic Survival Classification
6. XGB Classification to predict whether a person makes over 50K per year or not

Supervised Learning Regression

1. Car Price Prediction
2. FIFA Overall Ratings Prediction
3. Flight Fare Prediction
4. Housing Price Prediction
5. Linear Regression Housing Price Prediction
6. NBA Season Scores Prediction with KNN
7. Random Forest Regression Housing Price Prediction

UnSupervised Learning

1. Unsupervised Stock Dataset K-Means Clustering with Silhouette Validation
2. K-Means Clustering Image Compression (Racoon's RGB image to Greyscale)