https://github.com/zahediparsa/ml_birkaracademy

Developed exercises and practical tasks to help students grasp key machine learning topics in a course hosted by Birkar Academy and ICDS.ai
https://github.com/zahediparsa/ml_birkaracademy

decision-trees iris-dataset knn machine-learning mlp-classifier scikit-learn

Last synced: 26 days ago
JSON representation

Developed exercises and practical tasks to help students grasp key machine learning topics in a course hosted by Birkar Academy and ICDS.ai

• Host: GitHub
• URL: https://github.com/zahediparsa/ml_birkaracademy
• Owner: zahediparsa
• Created: 2024-09-14T06:46:52.000Z (about 2 months ago)
• Default Branch: master
• Last Pushed: 2024-10-07T17:08:08.000Z (about 1 month ago)
• Last Synced: 2024-10-12T23:43:21.775Z (26 days ago)
• Topics: decision-trees, iris-dataset, knn, machine-learning, mlp-classifier, scikit-learn
• Language: Jupyter Notebook
• Homepage:
• Size: 2.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Machine Learning Course Code

Welcome to the repository for the Machine Learning course hosted by Birkar Academy and ICDS.ai, taught by Dr. Hadi Veisi from the University of Tehran. This repository contains code and resources used throughout the course to help students understand and apply key machine learning concepts.

**DISCLAIMER**: I only wrote the complete code for the salaries.ipynb and only refined the rest (Dr. Hadi Veisi provided rest of the codes). Some of the codes like the mlp.ipynb were buggy so I debugged them and also added visualazion to them. also thanks to Maryam Khanzadi for her help in visualizing the codes and delivering a clearer and better presentation and explanation of the codes. Also thanks to Zhino.Sa for debugging one of the most peculiar bugs I've encountered