README.md

AI-in-Medical-Fields

AI in Medical Fields Coursework (SBE3021)

Course practice, assignments, and implementation of machine learning algorithms & techniques

Assignments

Assignment 1

• Intro to Machine Learning

Assignment 2

• Regression Class with Lasso and Ridge Regularization

Assignment 3

• Decision Tree Class with ID3 Algorithm

Assignment 4

• Decision Trees vs Logistic Regression

Assignment 5

• K-Means Class & K-Medoids Class with Euclidean Distance as Metric

Assignment 6

• Principal Component Analysis & Support Vector Machines

Assignment 7

• Recommender System Algorithm with Collaborative Filtering