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This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)

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DSC Introduction to Keras (TensorFlow)

This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH).

Contact

In case you have any questions, feel free to contact me any time at [email protected].

Technical Prerequisites

To try the following notebooks you will not need to install anything. Clicking on the links will open them in Google Colab, so that you can try the code immediately.

Slides

All the slides are in google slides. So a browser is all you need to check them out.

Introduction to Keras

Introduction to Neural Networks

Hands-on Jupyter Notebooks

Easy Network with Keras

First CNN with Keras

Functional APIs of Keras

Pre-Trained Models with Keras

Additional Material

In 2022 the 2nd edition of my book (Applied Deep Learning, a use-case based approach) will come out. During 2021 the web companion will grow and contains a lot of material that you can consult. You can find it at https://adl.toelt.ai.

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This repository contains the hands-on notebooks for the DSC Introduction to TensorFlow (ETH)

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