A collection of resources about Deep Learning

Materials

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Deep Learning from Scratch

An introductory course about deep learning and how to implement a neural network from scratch.

To the course page

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Advanced Deep Learning
From CNN to Transformers

The second more advanced course in which we go through more complex models and architectures.

To the course page

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Machine Learning Projects

The courses are part of a larger Machine Learning Degree. Here the link to a database which includes also projects from the other courses.

To the external database