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Philadelphia, PA /

Tensorflow & keras with R

WeWork Northern Liberties 1010 N Hancock St. , Philadelphia, PA (map)

Tensorflow and Keras are versatile machine learning libraries that are specially tuned for deep learning models using many layers. The R ecosystem for these libraries includes many important tools that can make it easier to develop, train, test, and deploy your models. This talk will be a light-on-statistics showcase illustrating the tools and workflows you can use to begin your journey into this exciting field using R.

Topics covered

- developing: tensorflow and keras packages

- training: GPU support, RStudio "jobs", data sources

- testing: saving, loading, and running models

- deploying: CloudML, connect, tfdeploy, mobile devices, browser deployment


Scott Jackson, RStudio Software Engineer

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