- What we'll do -
Google Cloud Platform has some nice tools to help you speed up and scale your machine learning projects. Last year we already had a meetup talk discussing what tools you can use for this (slides: https://bit.ly/mlwithgcp).
During this workshop we will help you actually use these tools(ML Engine & Python Dataflow) yourself. A small setup is recommended before attending the workshop. Instructions are here: https://goo.gl/qxG9Ln.
At the end of the workshop you should be able to:
* make a preprocessing pipeline (with Apache Beam) that runs on Cloud Dataflow
* locally train a model (with Tensorflow) that runs locally or on ML Engine
* deploy models on ML Engine
* use the deployed model on ML Engine as a simple API
- What to bring -
Don't forget to take your laptop with you.