A guide to the field of Deep Learning

From entry to expert level

Pascal Janetzky
Towards Data Science
11 min readJun 3, 2021

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The field of Machine Learning is huge. You can easily be overwhelmed by the amount of information out there. To not get lost, the following list helps you estimate where you are. It provides an outline of the vast Deep Learning space and does not emphasize certain resources. Where appropriate, I have included clues to help you orientate.

An excerpt of the list, by the author. The list is available at GitHub here and on Notion here.

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