Data-Science Mini Projects

In this repository you will find Prediction Models trained on different datasets taken from @kaggle.com I worked on Mini Data Science Projects as a beginner. CONTENTS:

1. Linear Regression :Prediction of per capital income of Canada in future years Linear Regression model project.ipynb
2. Linear Regression Multiple Variable : Prediction model of salaries for a firm Machine Learning With Python Linear Regression Multiple Variables.ipynb
3. Gradient Descent and Cost Function: Test scores model.py
4. Dummy Variables and saving model to file(pickle): Car Price Prediction Model Car Price Prediction Model and saving model using pickle.ipynb
5. Iris flower analysis using SVM(Support Vector Machine) SVM(Support Vector Machine) on Iris flower analysis.ipynb
6. Titanic Surviver Analysis Titanic.ipynb
7. MNIST Digit Classification using Random Forest Random Forest.ipynb