Deep Learning from Scratch

Week 2


Course starts soon..


QUIZ


We will start now with a quiz based on the first 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.

RESOURCES


In case you need more material, you can check out these websites:

  • Academic: Papers With Code
  • Short Videos: Two Minute Papers
  • Video Lectures: Stanford CS230: Deep Learning
  • Articles: Medium
  • Book: Deep Learning Book
  • Q&A: StackExchange

Please add on our Mattermost Chat if have more ideas!

Papers with Code

Two Minute Papers Videos

Stanford Deep Learning Course

Medium Articles

The Deep Learning Book

It is availabe in HTML format on the website.
A PDF version was created on Github

Community Exchange

The largest community for Q&A.

Paper of the Week

Deep Learning, Y. LeCunn, Y. Bengio and G. Hinton,
Nature, 2015

Feed Forward Neural Network

Quiz (10 Minutes)


  1. We learned this week about supervised learning. Learning with labels. Do you think this course can be seen as a form of human supervised learning?
  2. Do babies learn using the same approach?
  3. Do you see any problem or limitation with this supervised learning approach?
  4. Deep Learning is taking off because of performances. It drives on more data and deeper network. From the video (or other material), can you think of which one could be more important, more data, or a deeper network?
  5. Since in this course we want to use supervised learning, should we use structured on unstructured data?
  6. Can you think of an example of this kind of data that could be use in a project? And what would the project be about?

Open Source Project of the Week

Listen to the Music

Create your own Music

For the next week