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What is in this repo?

This repo contains demos and sample files used for the GCP Developer Enablement Program offered by Google in partnership with Codemotion in Italy.

The material here refers to the second course in the program, the one about Big Data and Machine Learning.

Contents by demo

Demo Name Git Folder
Cloud Storage & Cloud Shell -
Datastore adtech-storage/
Bigtable adtech-storage/
BigQuery (Storage) adtech-storage/
Dataproc adtech-spark/
Pubsub & Dataflow adtech-dataflow/
BigQuery (Analysis) with Datalab nytaxi-datalab/
Using Tensorflow with Datalab nytaxi-datalab/
Cloud ML API speechtotext/

Requirements

All of the demos in the adtech-* folders in this repository make use of a bunch of files with data on advertising and corresponding clicks on the ads.

The files can be downloaded from here

https://www.kaggle.com/c/avazu-ctr-prediction

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