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From Scratch Implemented Machine Learning Classifiers Algorithms for AI in Medical Fields Coursework (SBE3021)

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Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
Assignment 1		Assignment 1
Assignment 2		Assignment 2
Assignment 3		Assignment 3
Assignment 4		Assignment 4
Assignment 5		Assignment 5
Assignment 6		Assignment 6
Assignment 7		Assignment 7
.gitignore		.gitignore
README.md		README.md

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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

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From Scratch Implemented Machine Learning Classifiers Algorithms for AI in Medical Fields Coursework (SBE3021)

machine-learning-algorithms reinforcement-learning-algorithms unsupervised-learning-algorithms supervised-learning-algorithms

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