https://github.com/andrew2077/ai_in_medical_fields

A ML learning course provided by faculty of engineering Cairo university to 3rd grade students of the Biomedical & software department
https://github.com/andrew2077/ai_in_medical_fields

jupyter-notebook machine-learning sklearn

Last synced: 3 months ago
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A ML learning course provided by faculty of engineering Cairo university to 3rd grade students of the Biomedical & software department

• Host: GitHub
• URL: https://github.com/andrew2077/ai_in_medical_fields
• Owner: Andrew2077
• Created: 2022-05-26T22:26:56.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-19T01:51:25.000Z (about 2 years ago)
• Last Synced: 2025-01-20T09:46:29.820Z (5 months ago)
• Topics: jupyter-notebook, machine-learning, sklearn
• Language: Jupyter Notebook
• Homepage:
• Size: 3.56 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AI in Medical Fields

A ML learning course provided by faculty of engineering Cairo university to 3rd grade students of the Biomedical & software department 

## ID: 212202.ENG.SBE3021-01

## Course Description:

introduction to machine Learning and its applications in medical fields.

- Regression

  - Linear Regression

  - Logistic Regression

  - Polynomial Regression

  - Support Vector Regression

  - Decision Tree Regression

- Classification

  - Logistic Regression

  - K-Nearest Neighbors

  - Support Vector Machine

  - Kernel SVM

  - Naive Bayes

  - Decision Tree Classification

  - Random Forest Classification

- Clustering

  - PCA

  - K-Means Clustering

  - Cliques

  

- Recommender Systems

  - Content-Based Recommender Systems

  - Collaborative Filtering