Machine Learning Projects

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Table of Contents

• Salary Prediction
• Loan Prediction
• Iris-Classification
• Iris-Clustering
• Brest Cancer detection
• Chronic Kidney Disease
• Diabetes Prediction System

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Machine Learning Map

Prerequisites

Installing Python

Make sure that you have Python installed on your machine.

You might want to use venv standard Python library to create virtual environments and have Python, pip and all dependent packages to be installed and served from the local project directory to avoid messing with system wide packages and their versions.

Launching Jupyter Locally

To launch Jupyter Notebook locally you may do it by running the following command from the root folder of the project:

jupyter notebook

After this Jupyter Notebook will be accessible by http://localhost:8888.

Datasets

The list of datasets that is being used for Jupyter Notebook can be found here.

To-Do List

• Salary Prediction
• Loan Prediction
• Iris
• Brest Cancer detection
• Chronic Kidney Disease
• Football game prediction
• Diabetes Prediction
• Email Spam Classifier
• Movie Recommender
• TMDB 5000 Movie
• NBA Exploration
• NPL Restaurant Reviews
• New York City Airbnb

Please, feel free to make any contributions you feel will make it better.