Assignments

Exams (40%)

A list of (mostly multiple choice) questions taken in the classroom with a duration of 1:40h.

• Midterm Exam 1
• Midterm Exam 2

Programming Assignments (40%)

Implementing neural models in Python and Jupyter Notebook using pre-defined classic datasets, with a duration of 1-2 weeks.

• PA1: Logistic Regression
• PA2: Multilayer Perceptron
• PA3: Convolutional Neural Networks
• PA4: Recurrent Neural Networks

Final Project (20%)

Proposal, implementation, and evaluation of a transformer model for a learning problem of interest to the students, conducted individually or in pairs, with an approximate duration of 4 weeks.

• FP1: Project Proposal
• FP2: Project Implementation
• FP3: Project Presentation