diff --git a/infra/setup1.sh b/infra/setup1.sh
index 030014f..d16540a 100644
--- a/infra/setup1.sh
+++ b/infra/setup1.sh
@@ -45,4 +45,4 @@ az ml compute create --name ${COMPUTE_CLUSTER} --size STANDARD_DS11_V2 --max-ins
 # Create data assets
 echo "Create training data asset:"
 az ml data create --type mltable --name "diabetes-training" --path ../data/diabetes-data
-az ml data create --type uri_file --name "diabetes-data" --path ../data/diabetes-data/diabetes.csv 
+az ml data create --type uri_file --name "diabetes-data" --path ../data/diabetes-data/diabetes.csv 
\ No newline at end of file
diff --git a/infra/setup2.sh b/infra/setup2.sh
new file mode 100644
index 0000000..2f317b8
--- /dev/null
+++ b/infra/setup2.sh
@@ -0,0 +1,256 @@
+#!/usr/bin/env bash
+
+set -u
+
+# Change the values of these variables as needed.
+# You can also pass a suffix as the first argument when starting the script.
+
+DEFAULT_LOCATION=""
+RESOURCE_PROVIDER="Microsoft.MachineLearningServices"
+REGIONS=("eastus" "westus" "centralus" "northeurope" "westeurope")
+COMPUTE_CLUSTER="aml-cluster"
+COMPUTE_SIZE="STANDARD_DS11_V2"
+MAX_RETRIES=3
+RETRY_DELAY=5
+
+# ============================================================================
+# DON'T CHANGE ANYTHING BELOW THIS LINE.
+# ============================================================================
+
+generate_suffix() {
+  if command -v uuidgen >/dev/null 2>&1; then
+    uuidgen | tr '[:upper:]' '[:lower:]' | tr -d '-' | cut -c1-18
+  else
+    printf '%(%s)T\n' -1 | tr -d '\n' | cut -c1-18
+  fi
+}
+
+if [[ -n "${1:-}" ]]; then
+  suffix=$(echo "$1" | tr '[:upper:]' '[:lower:]' | tr -cd 'a-z0-9' | cut -c1-18)
+else
+  suffix=$(generate_suffix)
+fi
+
+if [[ -z "$suffix" ]]; then
+  echo "Error: A valid suffix could not be determined."
+  exit 1
+fi
+
+if [[ -n "$DEFAULT_LOCATION" ]]; then
+  RANDOM_REGION="$DEFAULT_LOCATION"
+else
+  RANDOM_REGION=${REGIONS[$RANDOM % ${#REGIONS[@]}]}
+fi
+
+RESOURCE_GROUP="rg-ai300-l${suffix}"
+WORKSPACE_NAME="mlw-ai300-l${suffix}"
+COMPUTE_INSTANCE="ci${suffix}"
+
+run_az_command() {
+  local description="$1"
+  shift
+
+  local attempt=1
+  local exit_code=0
+
+  while (( attempt <= MAX_RETRIES )); do
+    echo "$description"
+    "$@"
+    exit_code=$?
+
+    if [[ $exit_code -eq 0 ]]; then
+      return 0
+    fi
+
+    echo "Warning: command failed (attempt ${attempt}/${MAX_RETRIES})."
+
+    if (( attempt == MAX_RETRIES )); then
+      echo "Error: unable to complete operation after ${MAX_RETRIES} attempts."
+      return $exit_code
+    fi
+
+    echo "Retrying in ${RETRY_DELAY} seconds..."
+    sleep "$RETRY_DELAY"
+    attempt=$((attempt + 1))
+  done
+
+  return $exit_code
+}
+
+require_command() {
+  if ! command -v "$1" >/dev/null 2>&1; then
+    echo "Error: Required command '$1' is not installed or not in PATH."
+    return 1
+  fi
+}
+
+check_prerequisites() {
+  echo "Checking prerequisites..."
+
+  require_command az || return 1
+
+  if ! az account show >/dev/null 2>&1; then
+    echo "Error: Not authenticated with Azure. Please run: az login"
+    return 1
+  fi
+
+  echo "✓ Azure CLI is available and authenticated"
+}
+
+register_resource_provider() {
+  run_az_command \
+    "Register the Machine Learning resource provider:" \
+    az provider register --namespace "$RESOURCE_PROVIDER"
+}
+
+create_resource_group() {
+  run_az_command \
+    "Create a resource group and set as default:" \
+    az group create --name "$RESOURCE_GROUP" --location "$RANDOM_REGION" || return 1
+
+  run_az_command \
+    "Set the default resource group:" \
+    az configure --defaults group="$RESOURCE_GROUP"
+}
+
+create_workspace() {
+  run_az_command \
+    "Create an Azure Machine Learning workspace:" \
+    az ml workspace create --name "$WORKSPACE_NAME" || return 1
+
+  run_az_command \
+    "Set the default Azure Machine Learning workspace:" \
+    az configure --defaults workspace="$WORKSPACE_NAME"
+}
+
+create_compute_instance() {
+  run_az_command \
+    "Creating a compute instance with name: $COMPUTE_INSTANCE" \
+    az ml compute create --name "$COMPUTE_INSTANCE" --size "$COMPUTE_SIZE" --type ComputeInstance
+}
+
+create_compute_cluster() {
+  run_az_command \
+    "Creating a compute cluster with name: $COMPUTE_CLUSTER" \
+    az ml compute create --name "$COMPUTE_CLUSTER" --size "$COMPUTE_SIZE" --max-instances 2 --type AmlCompute
+}
+
+create_data_assets() {
+  run_az_command \
+    "Create training data asset (MLTable):" \
+    az ml data create --type mltable --name "diabetes-training" --path ../data/diabetes-data || return 1
+
+  run_az_command \
+    "Create training data asset (CSV):" \
+    az ml data create --type uri_file --name "diabetes-data" --path ../data/diabetes-data/diabetes.csv
+}
+
+run_full_setup() {
+  check_prerequisites || return 1
+  register_resource_provider || return 1
+  create_resource_group || return 1
+  create_workspace || return 1
+  create_compute_instance || return 1
+  create_compute_cluster || return 1
+  create_data_assets || return 1
+
+  echo ""
+  echo "Setup complete."
+}
+
+show_status() {
+  echo "Current configuration"
+  echo "====================================================================="
+  echo "Suffix: $suffix"
+  echo "Resource Group: $RESOURCE_GROUP"
+  echo "Location: $RANDOM_REGION"
+  echo "Workspace: $WORKSPACE_NAME"
+  echo "Compute Instance: $COMPUTE_INSTANCE"
+  echo "Compute Cluster: $COMPUTE_CLUSTER"
+  echo "====================================================================="
+  echo "Suggested order: 1 -> 2 -> 3 -> 4 -> 5, or use option 6."
+}
+
+show_menu() {
+  clear
+  echo "====================================================================="
+  echo "    Azure Machine Learning Lab Setup Menu"
+  echo "====================================================================="
+  echo "Suffix: $suffix"
+  echo "Resource Group: $RESOURCE_GROUP"
+  echo "Location: $RANDOM_REGION"
+  echo "Workspace: $WORKSPACE_NAME"
+  echo "====================================================================="
+  echo "1. Register Machine Learning resource provider"
+  echo "2. Create resource group and set defaults"
+  echo "3. Create Azure Machine Learning workspace"
+  echo "4. Create compute resources"
+  echo "5. Create data assets"
+  echo "6. Run full setup"
+  echo "7. Show configuration"
+  echo "8. Exit"
+  echo "====================================================================="
+}
+
+while true; do
+  show_menu
+  read -r -p "Please select an option (1-8): " choice
+
+  case "$choice" in
+    1)
+      echo ""
+      check_prerequisites && register_resource_provider
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    2)
+      echo ""
+      check_prerequisites && create_resource_group
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    3)
+      echo ""
+      check_prerequisites && create_workspace
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    4)
+      echo ""
+      check_prerequisites && create_compute_instance && create_compute_cluster
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    5)
+      echo ""
+      check_prerequisites && create_data_assets
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    6)
+      echo ""
+      run_full_setup
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    7)
+      echo ""
+      show_status
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+    8)
+      echo "Exiting..."
+      clear
+      exit 0
+      ;;
+    *)
+      echo ""
+      echo "Invalid option. Please select 1-8."
+      echo ""
+      read -r -p "Press Enter to continue..."
+      ;;
+  esac
+
+  echo ""
+done