diff --git a/notebook_environment_basic/backing_file.tf b/notebook_environment_basic/backing_file.tf
new file mode 100644
index 00000000..c60b1199
--- /dev/null
+++ b/notebook_environment_basic/backing_file.tf
@@ -0,0 +1,15 @@
+# This file has some scaffolding to make sure that names are unique and that
+# a region and zone are selected when you try to create your Terraform resources.
+
+locals {
+  name_suffix = "${random_pet.suffix.id}"
+}
+
+resource "random_pet" "suffix" {
+  length = 2
+}
+
+provider "google" {
+  region = "us-central1"
+  zone   = "us-central1-c"
+}
diff --git a/notebook_environment_basic/main.tf b/notebook_environment_basic/main.tf
new file mode 100644
index 00000000..86c830c8
--- /dev/null
+++ b/notebook_environment_basic/main.tf
@@ -0,0 +1,8 @@
+resource "google_notebooks_environment" "environment" {
+  provider = google-beta
+  name = "notebooks-environment-${local.name_suffix}"
+  location = "us-west1-a"  
+  container_image {
+    repository = "gcr.io/deeplearning-platform-release/base-cpu"
+  } 
+}
diff --git a/notebook_environment_basic/motd b/notebook_environment_basic/motd
new file mode 100644
index 00000000..45a906e8
--- /dev/null
+++ b/notebook_environment_basic/motd
@@ -0,0 +1,7 @@
+===
+
+These examples use real resources that will be billed to the
+Google Cloud Platform project you use - so make sure that you
+run "terraform destroy" before quitting!
+
+===
diff --git a/notebook_environment_basic/tutorial.md b/notebook_environment_basic/tutorial.md
new file mode 100644
index 00000000..040345e3
--- /dev/null
+++ b/notebook_environment_basic/tutorial.md
@@ -0,0 +1,79 @@
+# Notebook Environment Basic - Terraform
+
+## Setup
+
+<walkthrough-author name="rileykarson@google.com" analyticsId="UA-125550242-1" tutorialName="notebook_environment_basic" repositoryUrl="https://github.com/terraform-google-modules/docs-examples"></walkthrough-author>
+
+Welcome to Terraform in Google Cloud Shell! We need you to let us know what project you'd like to use with Terraform.
+
+<walkthrough-project-billing-setup></walkthrough-project-billing-setup>
+
+Terraform provisions real GCP resources, so anything you create in this session will be billed against this project.
+
+## Terraforming!
+
+Let's use {{project-id}} with Terraform! Click the Cloud Shell icon below to copy the command
+to your shell, and then run it from the shell by pressing Enter/Return. Terraform will pick up
+the project name from the environment variable.
+
+```bash
+export GOOGLE_CLOUD_PROJECT={{project-id}}
+```
+
+After that, let's get Terraform started. Run the following to pull in the providers.
+
+```bash
+terraform init
+```
+
+With the providers downloaded and a project set, you're ready to use Terraform. Go ahead!
+
+```bash
+terraform apply
+```
+
+Terraform will show you what it plans to do, and prompt you to accept. Type "yes" to accept the plan.
+
+```bash
+yes
+```
+
+
+## Post-Apply
+
+### Editing your config
+
+Now you've provisioned your resources in GCP! If you run a "plan", you should see no changes needed.
+
+```bash
+terraform plan
+```
+
+So let's make a change! Try editing a number, or appending a value to the name in the editor. Then,
+run a 'plan' again.
+
+```bash
+terraform plan
+```
+
+Afterwards you can run an apply, which implicitly does a plan and shows you the intended changes
+at the 'yes' prompt.
+
+```bash
+terraform apply
+```
+
+```bash
+yes
+```
+
+## Cleanup
+
+Run the following to remove the resources Terraform provisioned:
+
+```bash
+terraform destroy
+```
+```bash
+yes
+```
diff --git a/notebook_instance_basic/backing_file.tf b/notebook_instance_basic/backing_file.tf
new file mode 100644
index 00000000..c60b1199
--- /dev/null
+++ b/notebook_instance_basic/backing_file.tf
@@ -0,0 +1,15 @@
+# This file has some scaffolding to make sure that names are unique and that
+# a region and zone are selected when you try to create your Terraform resources.
+
+locals {
+  name_suffix = "${random_pet.suffix.id}"
+}
+
+resource "random_pet" "suffix" {
+  length = 2
+}
+
+provider "google" {
+  region = "us-central1"
+  zone   = "us-central1-c"
+}
diff --git a/notebook_instance_basic/main.tf b/notebook_instance_basic/main.tf
new file mode 100644
index 00000000..8417ef37
--- /dev/null
+++ b/notebook_instance_basic/main.tf
@@ -0,0 +1,9 @@
+resource "google_notebooks_instance" "instance" {
+  name = "notebooks-instance-${local.name_suffix}"
+  location = "us-west1-a"
+  machine_type = "e2-medium"
+  vm_image {
+    project      = "deeplearning-platform-release"
+    image_family = "tf-latest-cpu"
+  }
+}
diff --git a/notebook_instance_basic/motd b/notebook_instance_basic/motd
new file mode 100644
index 00000000..45a906e8
--- /dev/null
+++ b/notebook_instance_basic/motd
@@ -0,0 +1,7 @@
+===
+
+These examples use real resources that will be billed to the
+Google Cloud Platform project you use - so make sure that you
+run "terraform destroy" before quitting!
+
+===
diff --git a/notebook_instance_basic/tutorial.md b/notebook_instance_basic/tutorial.md
new file mode 100644
index 00000000..f0c40051
--- /dev/null
+++ b/notebook_instance_basic/tutorial.md
@@ -0,0 +1,79 @@
+# Notebook Instance Basic - Terraform
+
+## Setup
+
+<walkthrough-author name="rileykarson@google.com" analyticsId="UA-125550242-1" tutorialName="notebook_instance_basic" repositoryUrl="https://github.com/terraform-google-modules/docs-examples"></walkthrough-author>
+
+Welcome to Terraform in Google Cloud Shell! We need you to let us know what project you'd like to use with Terraform.
+
+<walkthrough-project-billing-setup></walkthrough-project-billing-setup>
+
+Terraform provisions real GCP resources, so anything you create in this session will be billed against this project.
+
+## Terraforming!
+
+Let's use {{project-id}} with Terraform! Click the Cloud Shell icon below to copy the command
+to your shell, and then run it from the shell by pressing Enter/Return. Terraform will pick up
+the project name from the environment variable.
+
+```bash
+export GOOGLE_CLOUD_PROJECT={{project-id}}
+```
+
+After that, let's get Terraform started. Run the following to pull in the providers.
+
+```bash
+terraform init
+```
+
+With the providers downloaded and a project set, you're ready to use Terraform. Go ahead!
+
+```bash
+terraform apply
+```
+
+Terraform will show you what it plans to do, and prompt you to accept. Type "yes" to accept the plan.
+
+```bash
+yes
+```
+
+
+## Post-Apply
+
+### Editing your config
+
+Now you've provisioned your resources in GCP! If you run a "plan", you should see no changes needed.
+
+```bash
+terraform plan
+```
+
+So let's make a change! Try editing a number, or appending a value to the name in the editor. Then,
+run a 'plan' again.
+
+```bash
+terraform plan
+```
+
+Afterwards you can run an apply, which implicitly does a plan and shows you the intended changes
+at the 'yes' prompt.
+
+```bash
+terraform apply
+```
+
+```bash
+yes
+```
+
+## Cleanup
+
+Run the following to remove the resources Terraform provisioned:
+
+```bash
+terraform destroy
+```
+```bash
+yes
+```
diff --git a/notebook_instance_basic_container/backing_file.tf b/notebook_instance_basic_container/backing_file.tf
new file mode 100644
index 00000000..c60b1199
--- /dev/null
+++ b/notebook_instance_basic_container/backing_file.tf
@@ -0,0 +1,15 @@
+# This file has some scaffolding to make sure that names are unique and that
+# a region and zone are selected when you try to create your Terraform resources.
+
+locals {
+  name_suffix = "${random_pet.suffix.id}"
+}
+
+resource "random_pet" "suffix" {
+  length = 2
+}
+
+provider "google" {
+  region = "us-central1"
+  zone   = "us-central1-c"
+}
diff --git a/notebook_instance_basic_container/main.tf b/notebook_instance_basic_container/main.tf
new file mode 100644
index 00000000..f85dc98f
--- /dev/null
+++ b/notebook_instance_basic_container/main.tf
@@ -0,0 +1,13 @@
+resource "google_notebooks_instance" "instance" {
+  name = "notebooks-instance-${local.name_suffix}"
+  location = "us-west1-a"
+  machine_type = "e2-medium"
+  metadata = {
+    proxy-mode = "service_account"
+    terraform  = "true"
+  }
+  container_image {
+    repository = "gcr.io/deeplearning-platform-release/base-cpu"
+    tag = "latest"
+  }
+}
diff --git a/notebook_instance_basic_container/motd b/notebook_instance_basic_container/motd
new file mode 100644
index 00000000..45a906e8
--- /dev/null
+++ b/notebook_instance_basic_container/motd
@@ -0,0 +1,7 @@
+===
+
+These examples use real resources that will be billed to the
+Google Cloud Platform project you use - so make sure that you
+run "terraform destroy" before quitting!
+
+===
diff --git a/notebook_instance_basic_container/tutorial.md b/notebook_instance_basic_container/tutorial.md
new file mode 100644
index 00000000..e4f7fa88
--- /dev/null
+++ b/notebook_instance_basic_container/tutorial.md
@@ -0,0 +1,79 @@
+# Notebook Instance Basic Container - Terraform
+
+## Setup
+
+<walkthrough-author name="rileykarson@google.com" analyticsId="UA-125550242-1" tutorialName="notebook_instance_basic_container" repositoryUrl="https://github.com/terraform-google-modules/docs-examples"></walkthrough-author>
+
+Welcome to Terraform in Google Cloud Shell! We need you to let us know what project you'd like to use with Terraform.
+
+<walkthrough-project-billing-setup></walkthrough-project-billing-setup>
+
+Terraform provisions real GCP resources, so anything you create in this session will be billed against this project.
+
+## Terraforming!
+
+Let's use {{project-id}} with Terraform! Click the Cloud Shell icon below to copy the command
+to your shell, and then run it from the shell by pressing Enter/Return. Terraform will pick up
+the project name from the environment variable.
+
+```bash
+export GOOGLE_CLOUD_PROJECT={{project-id}}
+```
+
+After that, let's get Terraform started. Run the following to pull in the providers.
+
+```bash
+terraform init
+```
+
+With the providers downloaded and a project set, you're ready to use Terraform. Go ahead!
+
+```bash
+terraform apply
+```
+
+Terraform will show you what it plans to do, and prompt you to accept. Type "yes" to accept the plan.
+
+```bash
+yes
+```
+
+
+## Post-Apply
+
+### Editing your config
+
+Now you've provisioned your resources in GCP! If you run a "plan", you should see no changes needed.
+
+```bash
+terraform plan
+```
+
+So let's make a change! Try editing a number, or appending a value to the name in the editor. Then,
+run a 'plan' again.
+
+```bash
+terraform plan
+```
+
+Afterwards you can run an apply, which implicitly does a plan and shows you the intended changes
+at the 'yes' prompt.
+
+```bash
+terraform apply
+```
+
+```bash
+yes
+```
+
+## Cleanup
+
+Run the following to remove the resources Terraform provisioned:
+
+```bash
+terraform destroy
+```
+```bash
+yes
+```
diff --git a/notebook_instance_basic_gpu/backing_file.tf b/notebook_instance_basic_gpu/backing_file.tf
new file mode 100644
index 00000000..c60b1199
--- /dev/null
+++ b/notebook_instance_basic_gpu/backing_file.tf
@@ -0,0 +1,15 @@
+# This file has some scaffolding to make sure that names are unique and that
+# a region and zone are selected when you try to create your Terraform resources.
+
+locals {
+  name_suffix = "${random_pet.suffix.id}"
+}
+
+resource "random_pet" "suffix" {
+  length = 2
+}
+
+provider "google" {
+  region = "us-central1"
+  zone   = "us-central1-c"
+}
diff --git a/notebook_instance_basic_gpu/main.tf b/notebook_instance_basic_gpu/main.tf
new file mode 100644
index 00000000..7e3c2c69
--- /dev/null
+++ b/notebook_instance_basic_gpu/main.tf
@@ -0,0 +1,15 @@
+resource "google_notebooks_instance" "instance" {
+  name = "notebooks-instance-${local.name_suffix}"
+  location = "us-west1-a"
+  machine_type = "n1-standard-1" // can't be e2 because of accelerator
+
+  install_gpu_driver = true
+  accelerator_config {
+    type         = "NVIDIA_TESLA_T4"
+    core_count   = 1
+  }
+  vm_image {
+    project      = "deeplearning-platform-release"
+    image_family = "tf-latest-gpu"
+  }
+}
diff --git a/notebook_instance_basic_gpu/motd b/notebook_instance_basic_gpu/motd
new file mode 100644
index 00000000..45a906e8
--- /dev/null
+++ b/notebook_instance_basic_gpu/motd
@@ -0,0 +1,7 @@
+===
+
+These examples use real resources that will be billed to the
+Google Cloud Platform project you use - so make sure that you
+run "terraform destroy" before quitting!
+
+===
diff --git a/notebook_instance_basic_gpu/tutorial.md b/notebook_instance_basic_gpu/tutorial.md
new file mode 100644
index 00000000..bbbc3572
--- /dev/null
+++ b/notebook_instance_basic_gpu/tutorial.md
@@ -0,0 +1,79 @@
+# Notebook Instance Basic Gpu - Terraform
+
+## Setup
+
+<walkthrough-author name="rileykarson@google.com" analyticsId="UA-125550242-1" tutorialName="notebook_instance_basic_gpu" repositoryUrl="https://github.com/terraform-google-modules/docs-examples"></walkthrough-author>
+
+Welcome to Terraform in Google Cloud Shell! We need you to let us know what project you'd like to use with Terraform.
+
+<walkthrough-project-billing-setup></walkthrough-project-billing-setup>
+
+Terraform provisions real GCP resources, so anything you create in this session will be billed against this project.
+
+## Terraforming!
+
+Let's use {{project-id}} with Terraform! Click the Cloud Shell icon below to copy the command
+to your shell, and then run it from the shell by pressing Enter/Return. Terraform will pick up
+the project name from the environment variable.
+
+```bash
+export GOOGLE_CLOUD_PROJECT={{project-id}}
+```
+
+After that, let's get Terraform started. Run the following to pull in the providers.
+
+```bash
+terraform init
+```
+
+With the providers downloaded and a project set, you're ready to use Terraform. Go ahead!
+
+```bash
+terraform apply
+```
+
+Terraform will show you what it plans to do, and prompt you to accept. Type "yes" to accept the plan.
+
+```bash
+yes
+```
+
+
+## Post-Apply
+
+### Editing your config
+
+Now you've provisioned your resources in GCP! If you run a "plan", you should see no changes needed.
+
+```bash
+terraform plan
+```
+
+So let's make a change! Try editing a number, or appending a value to the name in the editor. Then,
+run a 'plan' again.
+
+```bash
+terraform plan
+```
+
+Afterwards you can run an apply, which implicitly does a plan and shows you the intended changes
+at the 'yes' prompt.
+
+```bash
+terraform apply
+```
+
+```bash
+yes
+```
+
+## Cleanup
+
+Run the following to remove the resources Terraform provisioned:
+
+```bash
+terraform destroy
+```
+```bash
+yes
+```