From-Scratch Machine Learning Algorithms in Python

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About this project

Implementation of KNN classification/regression, K-means Clustering classification/regression, neural networks (multi-layer perceptron classifier/regressor), and gradient descent least-squares optimization with regularization. These projects were coded with the intent to cement my knowledge of fundamental ML algorithms, practice technical communication through Medium blogposts, and add to the wealth of knowledge available to new data scientists.

Skills