Post date: Mar 13, 2017 8:15:28 AM
Lecture: Practical Methodology
Reading: DL Book Chap 11, Andrew Ng presentation, Andrew Ng book
Lab: Profiling and Debugging in Julia. Please review the following before coming to the lab: Profiling, Debugging, grep, awk
Project: Baseline model due March 22. Implement a baseline model that generates random outputs. Your baseline model should be able to minibatch and read your train/dev/test data, calculate the average train/dev/test loss and task specific evaluation metric (e.g. accuracy) correctly. Update your Google Doc, Sheet and GitHub repo to complete the assignment.
Midterm: Wednesday March 15, 19:00-21:00, Eng-B32 Eng-B42. (sample midterm)