// Скопировать ID проекта
$ export GCP_PROJECT=$(gcloud config get-value core/project)

$ echo ${GCP_PROJECT}

Создать bucket

$ export MYBUCKET="${GCP_PROJECT}-bucket"

$ echo ${MYBUCKET}

// create the bucket
$ gsutil mb gs://${MYBUCKET}

// Run this to see the contents of your bucket
$ gsutil ls -R gs://${MYBUCKET}

Create a Cloud Dataproc cluster

$ MYCLUSTER="${USER/_/-}-qwiklab"


$ gcloud config set compute/zone us-central1-a

$ gcloud dataproc clusters create ${MYCLUSTER} --worker-machine-type=n1-standard-2 --master-machine-type=n1-standard-2

Cloud Datalab (Что-то вроде jupyter notebook)

Dataflow API должен быть enabled

$ datalab create babyweight --zone us-central1-c --no-create-repository


Baseline: Data, ML, AI

Data Science on Google Cloud Platform: Machine Learning

Google Cloud Solutions II: Data and Machine Learning

Advanced ML: ML Infrastructure

Intermediate ML: TensorFlow on GCP