Linear Regression Model
In this project I implemented a linear regression model using the ordinary least squares solution and then tested the model by computing the residual sum of ...
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Linear Perceptron Model
In this project I made a simple representation of the linear perceptron algorithm as a proof of concept of how it works.
K-NN Classifier
In this project I implemented a K-Nearest Neighbors algorithm from scratch and used it to classify between benign and malignant tumors.