GCP - Machine Learning

Google Cloud Platform Analytics and Machine Learning Samples for services shown below.

Samples currently include the following:

• GCP Colabs (Jupyter-style) notebook

  • for BigQuery (connect & run SQL queries)
  • for BigQueryML (connect, build, train and predict using ML model) IMPORTANT: Use link in each notebook to open it in GCP Colabs environment
  • for TensorFlow w/GPU - speed test

• Scripts and code samples

  • for BigQueryML in SQL
  • Vision API
  • Natural Language API
  • for AutoML Vision & Natural Language
  • for Datalab (Jupyter-notebooks on GCE)
  • for TensorFlow
    • Docker image
    • Virtual Machine image
    • MLEngine
    • TF Probability
  • Cloud TPUs

Setup

To setup general prerequisites see the SETUP.md file in this Repo.