The final component of CS181u will be a final project.
Mroe details about the final project will become available as the semester progresses.
You will be encouraged to find a final project that you find compelling. After some time in the course, you may find certian topics interesting and want to go deeper. Or, I have many suggestions for additional topics that you might want to explore.