Machine Learning
Implemented Nearest Centroid Classifier and Perceptron algorithms from scratch based on their underlying linear algebra logic • Trained both of the models on USPS dataset • Accuracy on the test set for both of the models was about 90% • Technical Skills: Python, Pylab, NumPy, SciPy, pdb, Linear Algebra.