February 21st & 22nd: End-2-End from a Keras/TensorFlow model to production

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Registration is now open for my 1.5-day workshop on how to develop end-2-end from a Keras/TensorFlow model to production.

It will take place on February 21st & 22nd in Berlin, Germany.

Please register by sending an email to [email protected] with the following information:

• name
• company/institute/affiliation
• address for invoice
• phone number
• reference to this blog

The course material will be in English and we will speak a mix of German and English, depending on the participants’ preferences.

(The same course will also be given on 11th & 12th of April, 2019 in Münster, Germany.)

In this workshop, you will learn

• the basics of deep learning
• what cross-entropy and loss is
• about activation functions
• how to optimize weights and biases with backpropagation and gradient descent
• how to build (deep) neural networks with Keras and TensorFlow
• how to save and load models and model weights
• how to visualize models with TensorBoard
• how to make predictions on test data
• how to deploy models with Spotify Luigi and TensorFlow Serving

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