https://github.com/edaaydinea/global-ai-hub-machine-learning-bootcamp
This repository contains lecture notes, project solution about Machine Learning course prepared by Global AI Hub from 15-19 August 2022.
https://github.com/edaaydinea/global-ai-hub-machine-learning-bootcamp
Last synced: 7 months ago
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This repository contains lecture notes, project solution about Machine Learning course prepared by Global AI Hub from 15-19 August 2022.
- Host: GitHub
- URL: https://github.com/edaaydinea/global-ai-hub-machine-learning-bootcamp
- Owner: edaaydinea
- License: apache-2.0
- Created: 2022-08-17T21:42:15.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-11-06T21:15:40.000Z (almost 3 years ago)
- Last Synced: 2023-10-20T09:36:00.262Z (almost 2 years ago)
- Language: Jupyter Notebook
- Size: 5.83 MB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Global AI Hub - Akbank Machine Learning Bootcamp
This repository contains lecture notes, project solution about Machine Learning course prepared by Global AI Hub from 15-19 August 2022.
***Table of Contents***
- [Global AI Hub - Akbank Machine Learning Bootcamp](#global-ai-hub---akbank-machine-learning-bootcamp)
- [Module 1 - Introduction](#module-1---introduction)
- [Module 2 - Regression](#module-2---regression)
- [Module 3 - Classification](#module-3---classification)
- [Module 4 - Decision Trees](#module-4---decision-trees)
- [Module 5 - Unsupervised Learning](#module-5---unsupervised-learning)
- [Certificates](#certificates)
## Module 1 - Introduction
- [PDF Notes](Module%201/makine_ogrenimi_1.pdf)
## Module 2 - Regression
- [PDF Notes](Module%202/makine_ogrenimi_2.pdf)
- [Coding Notes](Module%202/makine_ogrenmesine_giris_2_notebook.pdf)
## Module 3 - Classification
- [PDF Notes](Module%203/makine_ogrenimi_3.pdf)
- [Coding Notes](Module%203/Day%203%20-%20Classification.ipynb)
## Module 4 - Decision Trees
- [PDF Notes](Module%204/makine_ogrenimi_4.pdf)
- [Coding Notes](Module%204/Day%204%20-%20Decision%20Trees%20-%20XGBOOST.ipynb)
## Module 5 - Unsupervised Learning
- [PDF Notes](Module%205/makine_ogrenimi_5.pdf)
- [Coding Notes](Module%205/Day%205%20-%20Unsupervised%20Learning.ipynb)
## Certificates
- [Introduction to Machine Learning Certificate](certificates/Eda-AYDIN-Makine-Ogrenmesi8217ne-Giris-Introduction-to-Machine-Learning-Global-AI-Hub.jpeg)