Advanced Deep Learning - Week 8

Course starts soon..


We will start now with a quiz based on the last week material

You have 6 minutes to answer the quiz.

The quiz link:
Quiz Link
It will be copied in Mattermost and in the Zoom chat.

Weekly Report

What is the status of your projects?

Coding.Waterkant 2021

We had 8 Teams working on 4 Challenges

Open Questions (10 Minutes)

  1. Why do we have so many word embeddings? What are the characteristics that we look for in the embeddings?
  2. When is it better to train from scracth the embedding for a certain application and when to use a pre-trained model?
  3. What does it mean to de-bias the word embedding? Can you think about other kinds of bias which are not gender? And where is this bias coming from?


Operations on Word Vectors


For the next week

  • Prepare a small report about your project
  • Homework on Operations on Word Vectors
  • Homework on Emojifying