caispp

USC CAIS++: University of Southern California Center for AI in Society's Student Branch

Workshops exploring introductory machine learning topics

• linear regression: housing prices, automobile data
• logistic regression: diabetes predictions, MNIST handwritten digit dataset
• neural networks: MNIST handwritten digit and fashion datasets
• convolutional neural networks (CNNs): cats vs dogs, cifar10
• recurrent neural networks (RNNs): obama vs trump tweets
• generative adversarial networks (GANs): MNIST handwritten digit dataset