- Comprehensive slides covering decision trees, linear/logistic regression, convolutional neural networks (CNNs), Recurrent neural networks (RNNs), and model optimization techniques.
- Practice exercises focused on logistic regression, CNNs to reinforce learning, and RNN character predictors.
- Project guidelines for building linear regression and CNN models to apply theoretical knowledge.
- Machine learning models developed by the current Club President, available as inspiration for members seeking ideas for new projects.
#Upcoming
- Slides on the different types of RNNs