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