ML Workshop: Neural Networks in TensorFlow with Google Developer Expert

ETH Zürich HG E 3 - Rämistrasse 101 Zürich, 8092 - View Map ETH Zurich
Thu, Apr 21, 2022, 5:15 PM (CEST)

Join us for the first event of this four-event Machine Learning series with Google Developer Expert Dr. Michelucci, curated specifically to introduce fundamental methods at the core of modern ML such as basic-to-advanced techniques for NNs, autoencoders, object localisation, and GANs. Theoretical foundations will be enhanced by thorough hands-on sessions using TensorFlow!

About this event

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📣 Interested in gaining valuable hands-on machine learning experience using TensorFlow? 💻

In this event, Dr. Umberto Michelucci, Machine Learning Researcher and Lecturer, will explain how TensorFlow Keras works at its core with a focus on how to develop advanced neural network architectures. We will cover sequential Keras API, functional Keras API, gradient evaluation, and how to develop custom training loops for special neural network architectures such as multi-task or generative adversarial networks. The theory will be supported by an extensive hands-on part with a large number of examples that participants can try on their own laptops (bring your own if you wish!) without the need to install anything (everything will be web based using Colab). 

By the end of the workshop, participants will be able to develop their own neural network architectures, even the strangest ones! 🤓

Requirements: Basic Python and ML knowledge to understand how neural networks work (layers, loss functions, etc.) is necessary. Advanced know-how is not required, although participants of all skill levels, from beginner to advanced, can benefit from the session!

We look forward to seeing you there!

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Speaker

When

Thursday, Apr 21
5:15 PM - 7:30 PM (CEST)

Where

ETH Zürich HG E 3
Rämistrasse 101 Zürich8092

Organizers

Partners