Machine learning projects: codes with writeups.

Project 1:

Correlation between symptom search trends and hospitalization cases for COVID-19.

PCA, K-Means clustering, KNN, Decision Trees

Project 2

Digits dataset, OpenML Iris dataset, Letters dataset.

Softmax regression with gradient descent, hyperparameter optimization

Project 3

Classifying a modified MNIST dataset.

CNN, VGG19