fraud_detection__sagemaker_full.tf

# iam_sagemaker.tf
resource "aws_iam_role" "sm_notebook_instance_role" {
  name = "sm-notebook-instance-role"
  ...
}
resource "aws_iam_policy" "sm_notebook_instance_policy" {
  name        = "sm-notebook-instance-policy"
  description = "Policy for the Notebook Instance to manage training jobs, models and endpoints"
  ...
}
resource "aws_iam_role_policy_attachment" "sm_notebook_instance" {
  role       = "${aws_iam_role.sm_notebook_instance_role.name}"
  policy_arn = "${aws_iam_policy.sm_notebook_instance_policy.arn}"
}
# sagemaker.tf
resource "aws_sagemaker_notebook_instance" "basic" {
  name          = "FraudDetectionNotebookInstance"
  role_arn      = "${aws_iam_role.sm_notebook_instance_role.arn}"
  instance_type = "ml.t2.medium"
  ...
}
# s3_lambda.tf
resource "aws_s3_bucket" "fraud_detection_function_bucket" {
  bucket = "${var.function_bucket_name}-${var.aws_region}"
  acl    = "private"
  ...
}
# s3_sagemaker.tf
resource "aws_s3_bucket" "s3_bucket_1" {
  bucket = "${var.s3_bucket_name_1}-${var.aws_region}"
  acl    = "private"
}
resource "aws_s3_bucket_object" "s3_fraud_detection_notebook" {
  bucket = "${aws_s3_bucket.fraud_detection_function_bucket.id}"
  key    = "fraud-detection-using-machine-learning/${var.function_version}/notebooks/sagemaker_fraud_detection.ipynb"
  source = "${path.module}/../source/notebooks/sagemaker_fraud_detection.ipynb"
}