diff --git a/.github/workflows/sdk-assets-assets-in-registry-share-data-using-registry.yml b/.github/workflows/sdk-assets-assets-in-registry-share-data-using-registry.yml
index 280321dd057..9bc04079076 100644
--- a/.github/workflows/sdk-assets-assets-in-registry-share-data-using-registry.yml
+++ b/.github/workflows/sdk-assets-assets-in-registry-share-data-using-registry.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml b/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml
index 5d6b7e3e4cf..19de7150382 100644
--- a/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml
+++ b/.github/workflows/sdk-assets-assets-in-registry-share-models-components-environments.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-assets-component-component.yml b/.github/workflows/sdk-assets-component-component.yml
index 31dbec1d544..5cf7f822169 100644
--- a/.github/workflows/sdk-assets-component-component.yml
+++ b/.github/workflows/sdk-assets-component-component.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-assets-data-working_with_mltable.yml b/.github/workflows/sdk-assets-data-working_with_mltable.yml
index 0600f157622..1466a317b54 100644
--- a/.github/workflows/sdk-assets-data-working_with_mltable.yml
+++ b/.github/workflows/sdk-assets-data-working_with_mltable.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-assets-environment-environment.yml b/.github/workflows/sdk-assets-environment-environment.yml
index e1db00924c5..0f73e2b2ea6 100644
--- a/.github/workflows/sdk-assets-environment-environment.yml
+++ b/.github/workflows/sdk-assets-environment-environment.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-assets-model-model.yml b/.github/workflows/sdk-assets-model-model.yml
index a2f88aff2c3..ac8c72dfd86 100644
--- a/.github/workflows/sdk-assets-model-model.yml
+++ b/.github/workflows/sdk-assets-model-model.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: azure login
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml
index 643bd45e8a2..8421187817e 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-classification-task-bankmarketing-automl-classification-task-bankmarketing.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-distributed-tcn-automl-forecasting-distributed-tcn.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-distributed-tcn-automl-forecasting-distributed-tcn.yml
index 52542d15c1b..db55a4d4352 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-distributed-tcn-automl-forecasting-distributed-tcn.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-distributed-tcn-automl-forecasting-distributed-tcn.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml
index 6a68dcdbc61..fa1ecb531f7 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-github-dau-auto-ml-forecasting-github-dau.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml
index 11efcafa06d..2c5a6244726 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-orange-juice-sales-automl-forecasting-orange-juice-sales-mlflow.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-experiment-settings.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-experiment-settings.yml
index 4da89bd6d78..a2605a0dd4d 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-experiment-settings.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-experiment-settings.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install forecasting reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-run.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-run.yml
index 7dfc5ba97bd..30821d88d42 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-run.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-recipes-univariate-automl-forecasting-recipe-univariate-run.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml
index 04acdeb0d18..03b3841c2e6 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-bike-share-auto-ml-forecasting-bike-share.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced-mlflow.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced-mlflow.yml
index 767143c365f..d9a08a9347b 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced-mlflow.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced-mlflow.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml
index bd198f724f5..cbb97d32808 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-forecasting-task-energy-demand-automl-forecasting-task-energy-demand-advanced.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml
index 581e02c2066..04ba44507db 100644
--- a/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml
+++ b/.github/workflows/sdk-jobs-automl-standalone-jobs-automl-regression-task-hardware-performance-automl-regression-task-hardware-performance.yml
@@ -19,6 +19,7 @@ on:
       - sdk/python/dev-requirements.txt
       - infra/bootstrapping/**
       - sdk/python/setup.sh
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
   cancel-in-progress: true
@@ -31,7 +32,7 @@ jobs:
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt
     - name: pip install mlflow reqs
diff --git a/sdk/python/forecasting-requirements.txt b/sdk/python/forecasting-requirements.txt
index e82332ab0d5..dc27f5b4c0b 100644
--- a/sdk/python/forecasting-requirements.txt
+++ b/sdk/python/forecasting-requirements.txt
@@ -2,6 +2,5 @@
 # This file is deprecated and will be removed when
 # metrics package will be able to evaluate forecasting models.
 azureml-metrics>=0.0.6.post1
-scikit-learn>=0.19.0,<0.23.0
 arch<=5.3.1
 statsmodels>=0.11.0,<0.13.5
diff --git a/sdk/python/notebooks_config.ini b/sdk/python/notebooks_config.ini
index bc1b16b1e96..be17053a3c6 100644
--- a/sdk/python/notebooks_config.ini
+++ b/sdk/python/notebooks_config.ini
@@ -3,7 +3,7 @@ USE_FORECAST_REQUIREMENTS = 0
 COMPUTE_NAMES = forecast-step-cluster-v2
 
 [auto-ml-forecasting-github-dau]
-USE_FORECAST_REQUIREMENTS = 0
+USE_FORECAST_REQUIREMENTS = 1
 COMPUTE_NAMES = github-cluster-sdkv2
 
 [automl-forecasting-orange-juice-sales-mlflow]
diff --git a/sdk/python/readme.py b/sdk/python/readme.py
index 4ee950ba605..90eb0e8cb2c 100644
--- a/sdk/python/readme.py
+++ b/sdk/python/readme.py
@@ -239,7 +239,8 @@ def write_notebook_workflow(
       - infra/bootstrapping/**
       - sdk/python/setup.sh\n"""
     if is_featurestore_sample:
-        workflow_yaml += f"""      - sdk/python/featurestore_sample
+        workflow_yaml += f"""      - sdk/python/featurestore_sample"""
+    workflow_yaml += f"""
 concurrency:
   group: {GITHUB_CONCURRENCY_GROUP}
   cancel-in-progress: true
@@ -252,7 +253,7 @@ def write_notebook_workflow(
     - name: setup python
       uses: actions/setup-python@v2
       with:
-        python-version: "3.8"
+        python-version: "3.10"
     - name: pip install notebook reqs
       run: pip install -r sdk/python/dev-requirements.txt{mlflow_import}{forecast_import}
     - name: azure login