diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-classification-bank-marketing-all-features.yml b/.github/workflows/python-sdk-tutorial-auto-ml-classification-bank-marketing-all-features.yml
index 0de889a4dd..f46d4a80d5 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-classification-bank-marketing-all-features.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-classification-bank-marketing-all-features.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-bank-marketing-all-features.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features \
                 --check warning
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-bank-marketing-all-features.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-bank-marketing-all-features \
                 --experiment_name automl-classification-bmarketing-all \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud-local.yml b/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud-local.yml
index e5b5c13029..3b1687ef5b 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud-local.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud-local.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-credit-card-fraud-local.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-credit-card-fraud-local.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/local-run-classification-credit-card-fraud \
                 --experiment_name automl-classification-ccard-local \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud.yml b/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud.yml
index c65bd918ad..16b0629df6 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-classification-credit-card-fraud.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-credit-card-fraud.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-credit-card-fraud.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-credit-card-fraud \
                 --experiment_name automl-classification-ccard-remote \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-classification-text-dnn.yml b/.github/workflows/python-sdk-tutorial-auto-ml-classification-text-dnn.yml
index ee473067c2..a85e77a88b 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-classification-text-dnn.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-classification-text-dnn.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --experiment_name automl-classification-text-dnn \
@@ -72,7 +72,7 @@ jobs:
                 --metric_name accuracy
     - name: check cell output
       run: |
-         python scripts/validation/check_cell_output.py \
+         python v1/scripts/validation/check_cell_output.py \
                 --file_name auto-ml-classification-text-dnn.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/classification-text-dnn \
                 --cell_source \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-continuous-retraining.yml b/.github/workflows/python-sdk-tutorial-auto-ml-continuous-retraining.yml
index ccb090901e..3e6e9b21c2 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-continuous-retraining.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-continuous-retraining.yml
@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/continuous-retraining
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-continuous-retraining.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/continuous-retraining \
                 --check warning
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-bike-share.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-bike-share.yml
index 028a5b873d..cc44244e91 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-bike-share.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-bike-share.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-bike-share.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share \
                 --check warning
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-bike-share.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-bike-share \
                 --experiment_name automl-bikeshareforecasting \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-energy-demand.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-energy-demand.yml
index 4a18301d8e..c8d51ddf0f 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-energy-demand.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-energy-demand.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-energy-demand.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-energy-demand.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-energy-demand \
                 --experiment_name automl-forecasting-energydemand \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-function.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-function.yml
index 38cad3d45e..8084b40e3b 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-function.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-function.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-function.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-function.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-forecast-function \
                 --experiment_name automl-forecast-function-demo \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-hierarchical-timeseries.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-hierarchical-timeseries.yml
index 50b3a0cc37..9af702b673 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-hierarchical-timeseries.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-hierarchical-timeseries.yml
@@ -61,13 +61,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-hierarchical-timeseries.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries \
                 --check warning
     - name: check timeseries
       run: |
-         python scripts/validation/check_timeseries.py \
+         python v1/scripts/validation/check_timeseries.py \
                 --file_name auto-ml-forecasting-hierarchical-timeseries.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-hierarchical-timeseries \
                 --experiment_name automl-hts
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-orange-juice-sales.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-orange-juice-sales.yml
index 19ba2b86e1..e5b8beea1b 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-orange-juice-sales.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-orange-juice-sales.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-orange-juice-sales.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-orange-juice-sales.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-orange-juice-sales \
                 --experiment_name automl-ojforecasting \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-pipelines.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-pipelines.yml
index 31c3aed135..627d4eb6ab 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-pipelines.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-pipelines.yml
@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-pipelines
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-pipelines.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-pipelines \
                 --check stderr
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-experiment-settings.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-experiment-settings.yml
index 244d74acc4..f166bc0124 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-experiment-settings.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-experiment-settings.yml
@@ -58,7 +58,7 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-univariate-recipe-experiment-settings.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --check warning
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-run-experiment.yml b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-run-experiment.yml
index 1f71de0b50..b6cabb948c 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-run-experiment.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-forecasting-univariate-recipe-run-experiment.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-forecasting-univariate-recipe-run-experiment.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-forecasting-univariate-recipe-run-experiment.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/forecasting-recipes-univariate \
                 --experiment_name alcohol_diff-True_lags-None_STL-None \
diff --git a/.github/workflows/python-sdk-tutorial-auto-ml-regression.yml b/.github/workflows/python-sdk-tutorial-auto-ml-regression.yml
index 2f89b3377d..85bb363de8 100644
--- a/.github/workflows/python-sdk-tutorial-auto-ml-regression.yml
+++ b/.github/workflows/python-sdk-tutorial-auto-ml-regression.yml
@@ -58,13 +58,13 @@ jobs:
       working-directory: v1/python-sdk/tutorials/automl-with-azureml/regression
     - name: check notebook output
       run: |
-         python scripts/validation/check_notebook_output.py \
+         python v1/scripts/validation/check_notebook_output.py \
                 --file_name auto-ml-regression.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/regression \
                 --check warning stderr
     - name: check experiment result
       run: |
-         python scripts/validation/check_experiment_result.py \
+         python v1/scripts/validation/check_experiment_result.py \
                 --file_name auto-ml-regression.output.ipynb \
                 --folder v1/python-sdk/tutorials/automl-with-azureml/regression \
                 --experiment_name automl-regression \
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl_env.yml b/v1/python-sdk/tutorials/automl-with-azureml/automl_env.yml
index fd9b776c87..46cb9be63f 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl_env.yml
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl_env.yml
@@ -10,26 +10,27 @@ dependencies:
 - python>=3.6,<3.9
 - matplotlib==3.2.1
 - py-xgboost==1.3.3
-- pytorch::pytorch=1.4.0
+- pytorch::pytorch=1.11.0
 - conda-forge::fbprophet==0.7.1
 - cudatoolkit=10.1.243
 - scipy==1.5.3
 - notebook
-- pywin32==227
 - PySocks==1.7.1
 - conda-forge::pyqt==5.12.3
 - jinja2<=2.11.2
 - markupsafe<2.1.0
-- tqdm==4.64.0
+- tqdm==4.64.1
+- jsonschema==4.16.0
+- websocket-client==1.4.1
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - pytorch-transformers==1.0.0
   - spacy==2.2.4
   - pystan==2.19.1.1
   - https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_win32_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_win32_requirements.txt [--no-deps]
   - arch==4.14
   - wasabi==0.9.1
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml b/v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
index 8b2b1b45f4..b9704a70d6 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
@@ -6,10 +6,8 @@ channels:
 dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
-- pip==20.2.4
+- pip==20.1.1
 - python>=3.6,<3.9
-- boto3==1.20.19
-- botocore<=1.23.19
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
 - cython==0.29.14
@@ -19,18 +17,19 @@ dependencies:
 - py-xgboost<=1.3.3
 - holidays==0.10.3
 - conda-forge::fbprophet==0.7.1
-- pytorch::pytorch=1.4.0
+- pytorch::pytorch=1.11.0
 - cudatoolkit=10.1.243
+- notebook
 - jinja2<=2.11.2
 - markupsafe<2.1.0
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - pytorch-transformers==1.0.0
   - spacy==2.2.4
   - pystan==2.19.1.1
   - https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_linux_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_linux_requirements.txt [--no-deps]
   - arch==4.14
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/automl_env_mac.yml b/v1/python-sdk/tutorials/automl-with-azureml/automl_env_mac.yml
index 83c4d151f5..c7e455e55a 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/automl_env_mac.yml
+++ b/v1/python-sdk/tutorials/automl-with-azureml/automl_env_mac.yml
@@ -6,11 +6,8 @@ channels:
 dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
-- pip==20.2.4
-- nomkl
+- pip==20.1.1
 - python>=3.6,<3.9
-- boto3==1.20.19
-- botocore<=1.23.19
 - matplotlib==3.2.1
 - numpy>=1.21.6,<=1.22.3
 - cython==0.29.14
@@ -20,18 +17,19 @@ dependencies:
 - py-xgboost<=1.3.3
 - holidays==0.10.3
 - conda-forge::fbprophet==0.7.1
-- pytorch::pytorch=1.4.0
+- pytorch::pytorch=1.11.0
 - cudatoolkit=9.0
+- notebook
 - jinja2<=2.11.2
 - markupsafe<2.1.0
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
-  - azureml-widgets~=1.45.0
-  - azureml-defaults~=1.45.0
+  - azureml-widgets~=1.47.0
+  - azureml-defaults~=1.47.0
   - pytorch-transformers==1.0.0
   - spacy==2.2.4
   - pystan==2.19.1.1
   - https://aka.ms/automl-resources/packages/en_core_web_sm-2.1.0.tar.gz
-  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.45.0/validated_darwin_requirements.txt [--no-deps]
+  - -r https://automlsdkdataresources.blob.core.windows.net/validated-requirements/1.47.0/validated_darwin_requirements.txt [--no-deps]
   - arch==4.14
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/generate_workflows.py b/v1/python-sdk/tutorials/automl-with-azureml/generate_workflows.py
index c0b2bc2aeb..f43be1ed82 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/generate_workflows.py
+++ b/v1/python-sdk/tutorials/automl-with-azureml/generate_workflows.py
@@ -54,12 +54,12 @@ def get_validation_check_yml(notebook_folder, notebook_name, validation):
     validation_name = validation["name"]
     validation_file_name = validation_name.replace(" ", "_")
     notebook_output_file = notebook_name.replace(".", ".output.")
-    full_folder_name = f"python-sdk/tutorials/automl-with-azureml/{notebook_folder}"
+    full_folder_name = f"v1/python-sdk/tutorials/automl-with-azureml/{notebook_folder}"
 
     check_yml = f"""
     - name: {validation_name}
       run: |
-         python scripts/validation/{validation_file_name}.py \\
+         python v1/scripts/validation/{validation_file_name}.py \\
                 --file_name {notebook_output_file} \\
                 --folder {full_folder_name} \\"""
 
@@ -84,9 +84,7 @@ def write_notebook_workflow(notebook, notebook_folder, cron_schedule):
     creds = "${{secrets.AZ_CREDS}}"
 
     run_update_env = ""
-    update_yml_file = (
-        f"python-sdk/tutorials/automl-with-azureml/{notebook_folder}/{UPDATE_ENV_YML}"
-    )
+    update_yml_file = f"v1/python-sdk/tutorials/automl-with-azureml/{notebook_folder}/{UPDATE_ENV_YML}"
     # some notebook needs install more packages with the basic automl requirement.
     if os.path.exists(os.path.join(notebook_folder, UPDATE_ENV_YML)):
         run_update_env = f"""
@@ -97,7 +95,7 @@ def write_notebook_workflow(notebook, notebook_folder, cron_schedule):
     validation_yml = get_validation_yml(notebook_folder, notebook)
 
     workflow_yaml = f"""name: {notebook_name}
-# This file is generated by python-sdk/tutorials/automl-with-azureml/generate_workflows.py
+# This file is generated by v1/python-sdk/tutorials/automl-with-azureml/generate_workflows.py
 on:
   workflow_dispatch:
   schedule:
@@ -106,8 +104,8 @@ def write_notebook_workflow(notebook, notebook_folder, cron_schedule):
     branches:
       - main
     paths:
-      - python-sdk/tutorials/automl-with-azureml/{notebook_folder}/**
-      - python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
+      - v1/python-sdk/tutorials/automl-with-azureml/{notebook_folder}/**
+      - v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
       - .github/workflows/python-sdk-tutorial-{notebook_name}.yml
 jobs:
   build:
@@ -126,14 +124,14 @@ def write_notebook_workflow(notebook, notebook_folder, cron_schedule):
         python-version: "3.8"
     - name: Run Install packages
       run: |
-         chmod +x ./scripts/install-packages.sh
-         ./scripts/install-packages.sh
+         chmod +x ./v1/scripts/install-packages.sh
+         ./v1/scripts/install-packages.sh
       shell: bash
     - name: create automl conda environment
       uses: conda-incubator/setup-miniconda@v2
       with:
           activate-environment: azure_automl
-          environment-file: python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
+          environment-file: v1/python-sdk/tutorials/automl-with-azureml/automl_env_linux.yml
           auto-activate-base: false{run_update_env}
     - name: install papermill and set up the IPython kernel
       run: |
@@ -146,23 +144,23 @@ def write_notebook_workflow(notebook, notebook_folder, cron_schedule):
         creds: {creds}
     - name: Run update-azure-extensions
       run: |
-         chmod +x ./scripts/update-azure-extensions.sh
-         ./scripts/update-azure-extensions.sh
+         chmod +x ./v1/scripts/update-azure-extensions.sh
+         ./v1/scripts/update-azure-extensions.sh
       shell: bash
     - name: attach to workspace
       run: az ml folder attach -w main -g azureml-examples
     - name: run {notebook}
       run: papermill -k python {notebook} {notebook_name}.output.ipynb
-      working-directory: python-sdk/tutorials/automl-with-azureml/{notebook_folder}{validation_yml}
+      working-directory: v1/python-sdk/tutorials/automl-with-azureml/{notebook_folder}{validation_yml}
     - name: upload notebook's working folder as an artifact
       if: ${{{{ always() }}}}
       uses: actions/upload-artifact@v2
       with:
         name: {notebook_name}
-        path: python-sdk/tutorials/automl-with-azureml/{notebook_folder}\n"""
+        path: v1/python-sdk/tutorials/automl-with-azureml/{notebook_folder}\n"""
 
     workflow_file = (
-        f"../../../.github/workflows/python-sdk-tutorial-{notebook_name}.yml"
+        f"../../../../.github/workflows/python-sdk-tutorial-{notebook_name}.yml"
     )
     workflow_before = ""
     if os.path.exists(workflow_file):
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/regression-explanation-featurization/auto-ml-regression-explanation-featurization.ipynb b/v1/python-sdk/tutorials/automl-with-azureml/regression-explanation-featurization/auto-ml-regression-explanation-featurization.ipynb
index 9df9237cad..7c3375c185 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/regression-explanation-featurization/auto-ml-regression-explanation-featurization.ipynb
+++ b/v1/python-sdk/tutorials/automl-with-azureml/regression-explanation-featurization/auto-ml-regression-explanation-featurization.ipynb
@@ -859,8 +859,8 @@
    "outputs": [],
    "source": [
     "%matplotlib inline\n",
-    "test_pred = plt.scatter(y_test, y_pred_test, color=\"\")\n",
-    "test_test = plt.scatter(y_test, y_test, color=\"g\")\n",
+    "test_pred = plt.scatter(y_test, y_pred_test, c=[\"b\"])\n",
+    "test_test = plt.scatter(y_test, y_test, c=[\"g\"])\n",
     "plt.legend(\n",
     "    (test_pred, test_test), (\"prediction\", \"truth\"), loc=\"upper left\", fontsize=8\n",
     ")\n",
diff --git a/v1/python-sdk/tutorials/automl-with-azureml/regression/auto-ml-regression.ipynb b/v1/python-sdk/tutorials/automl-with-azureml/regression/auto-ml-regression.ipynb
index 79514a4a39..fbb3ebe66c 100644
--- a/v1/python-sdk/tutorials/automl-with-azureml/regression/auto-ml-regression.ipynb
+++ b/v1/python-sdk/tutorials/automl-with-azureml/regression/auto-ml-regression.ipynb
@@ -422,8 +422,8 @@
    "outputs": [],
    "source": [
     "%matplotlib inline\n",
-    "test_pred = plt.scatter(y_test, y_pred_test, color=\"\")\n",
-    "test_test = plt.scatter(y_test, y_test, color=\"g\")\n",
+    "test_pred = plt.scatter(y_test, y_pred_test, c=[\"b\"])\n",
+    "test_test = plt.scatter(y_test, y_test, c=[\"g\"])\n",
     "plt.legend(\n",
     "    (test_pred, test_test), (\"prediction\", \"truth\"), loc=\"upper left\", fontsize=8\n",
     ")\n",
diff --git a/v1/scripts/validation/check_notebook_output.py b/v1/scripts/validation/check_notebook_output.py
index c0cf7f41f8..3b9e572740 100644
--- a/v1/scripts/validation/check_notebook_output.py
+++ b/v1/scripts/validation/check_notebook_output.py
@@ -37,12 +37,15 @@
     "recommend to use ServicePrincipalAuthentication or MsiAuthentication",
     "Please refer to aka.ms/aml-notebook-auth",
     "Class KubernetesCompute: This is an experimental class",
+    "Class SynapseCompute: This is an experimental class",
     'Please use "Dataset.File.upload_directory"',
     'Please use "FileDatasetFactory.upload_directory" instead',
     "Called AzureBlobDatastore.upload_files",
     "LinkTabularOutputDatasetConfig",
     "This may take a few minutes",
     "Downloading dataset",
+    "logger.warning",
+    "Importing plotly failed",
 ]
 
 with open(full_name, "r") as notebook_file: