Another 2 coursera classes:
2. Image Understanding with TensorFlow on GCP: training-data-analyst > courses > machine_learning > deepdive > 08_image
6. Recommendation Systems with TensorFlow on GCP, use the tutorial: training-data-analyst > courses > machine_learning > deepdive > 10_recommend
use gcloud shell to check/set up configurations:
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gcloud config configurations list
gcloud auth list
gcloud auth configure-docker
gcloud config list
gcloud projects list
gcloud config configurations activate
gcloud config configurations create
gcloud config configurations delete
gcloud config configurations describe
--These commands will create a Cloud AI Platform Notebook instance with TensorBoard support.
--You can also do that by point & click on the AI platform
export IMAGE_FAMILY="tf-1-14-cpu"
export ZONE="us-west1-b"
export INSTANCE_NAME="tf-tensorboard-1"
export INSTANCE_TYPE="n1-standard-4"
gcloud compute instances create "${INSTANCE_NAME}" \
--zone="${ZONE}" \
--image-family="${IMAGE_FAMILY}" \
--image-project=deeplearning-platform-release \
--machine-type="${INSTANCE_TYPE}" \
--boot-disk-size=200GB \
--scopes=https://www.googleapis.com/auth/cloud-platform \
--metadata="proxy-mode=project_editors"
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