Amin-University-Data-Science

All data mining machine learning algorithms are basically coded by displaying solutions with Python

Description

This repository, prepared for academic purposes, includes all the implementation codes of data mining and machine learning base algorithms, which also provides solutions.

List of implemented algorithms in all sections

• K-Mean & DBSCAN & Hierarchical & KNN ( Clustering & Classification )

• Candidate Elimination & Find-S & ID3 ( Decision Tree )

• Distance Meashure & ML Project ( K-Mean Image Clustering )

• Deep Learning Binary-Class & Multiple-Class & Example

• Linear Programing for Optimizing and Get Min or Max Func

Getting Started

Dependencies

• Python / Notebook Jupyter / Code Editor

Help

list link to all Sections

• Base Implementation

• Deep Learning

• Linear Programing Optimizing

• Machine Learning Final Project

• Machine Learning (Classic) With Python Lib

Authors

Amin Zayeromali

Twitter: @AminZayeromali

Instagram: aminzayer

Linkedin: aminzayeromali

Google Scolar: Amin Zayeromali

Email : Amin {dot} zayeromali {At} gmail {dot} com

Connect with me

License

This project is licensed under the MIT License - see the LICENSE.md file for details