Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the application of Recurrent Neural Networks in Machine Learning for Behavioral Data, focusing on topics such as Deep Knowledge Tracing, LSTM and GRU networks, hyperparameter tuning, and time series prediction tasks. The instructor demonstrates model creation, parameter specification, and model fitting for predicting student performance in a MOOC. The session also includes a hands-on tutorial and office hours for project-related queries.