26-28 November, 2019, Vilnius

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26-28 November, 2019, Vilnius

Early Bird Ends In:

Day(s)

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Hour(s)

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Minute(s)

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Second(s)

Tim Sabsch

codecentric AG, Germany

Biography

Tim is working as a data scientist at codecentric in Muenster. His focus lies in the interpretability of complex machine learning models. Together with Mark Keinhoerster he will speak about the development process with DVC.

Talk

Practical Data Science - How to Track Your Development Process with DVC

Datacentric applications utilising machine learning models have evolved into common solutions. Many projects however still suffer from a lack of good patterns and practices, when developing such powerful technologies.

Digging down into the nitty-gritty details, we explain how you can use DVC to version all parts of your projects: From the dataset, over gluecode up to the model itself. But wait, there’s more! Mark an Tim will show you code that covers the full development cycle, including experiments and reproducability, as well as release and deployment of your model to machines in the wild.

Session Keywords

DVC
TensorFlow
Keras