diff --git a/how-to-use-azureml/automated-machine-learning/automl_env.yml b/how-to-use-azureml/automated-machine-learning/automl_env.yml
index cccd9fd7..e7bd6c63 100644
--- a/how-to-use-azureml/automated-machine-learning/automl_env.yml
+++ b/how-to-use-azureml/automated-machine-learning/automl_env.yml
@@ -7,26 +7,23 @@ dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
 - pip==20.2.4
-- python>=3.6,<3.8
-- boto3==1.20.19
-- botocore<=1.23.19
+- python>=3.6,<3.9
 - matplotlib==3.3.4
-- numpy==1.18.5
-- cython==0.29.14
-- urllib3==1.26.7
-- scipy>=1.4.1,<=1.5.2
-- scikit-learn==0.22.1
-- py-xgboost<=1.3.3
-- holidays==0.10.3
-- conda-forge::fbprophet==0.7.1
+- py-xgboost==1.3.3
 - pytorch::pytorch=1.4.0
+- conda-forge::fbprophet==0.7.1
 - cudatoolkit=10.1.243
+- tqdm==4.62.3
+- notebook
+- pywin32==225
+- PySocks==1.7.1
+- conda-forge::pyqt==5.12.3
 
 - pip:
   # Required packages for AzureML execution, history, and data preparation.
   - azureml-widgets~=1.39.0
   - pytorch-transformers==1.0.0
-  - spacy==2.1.8
+  - 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/1.39.0/validated_win32_requirements.txt [--no-deps]
diff --git a/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml b/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml
index 2727261d..98c725c3 100644
--- a/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml
+++ b/how-to-use-azureml/automated-machine-learning/automl_env_linux.yml
@@ -7,11 +7,11 @@ dependencies:
   # The python interpreter version.
   # Currently Azure ML only supports 3.6.0 and later.
 - pip==20.2.4
-- python>=3.6,<3.8
+- python>=3.6,<3.9
 - boto3==1.20.19
 - botocore<=1.23.19
 - matplotlib==3.3.4
-- numpy==1.18.5
+- numpy==1.19.5
 - cython==0.29.14
 - urllib3==1.26.7
 - scipy>=1.4.1,<=1.5.2
@@ -26,7 +26,7 @@ dependencies:
   # Required packages for AzureML execution, history, and data preparation.
   - azureml-widgets~=1.39.0
   - pytorch-transformers==1.0.0
-  - spacy==2.1.8
+  - 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/1.39.0/validated_linux_requirements.txt [--no-deps]
diff --git a/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml b/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml
index 9e6651e0..bc8d8608 100644
--- a/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml
+++ b/how-to-use-azureml/automated-machine-learning/automl_env_mac.yml
@@ -8,11 +8,11 @@ dependencies:
   # Currently Azure ML only supports 3.6.0 and later.
 - pip==20.2.4
 - nomkl
-- python>=3.6,<3.8
+- python>=3.6,<3.9
 - boto3==1.20.19
 - botocore<=1.23.19
 - matplotlib==3.3.4
-- numpy==1.18.5
+- numpy==1.19.5
 - cython==0.29.14
 - urllib3==1.26.7
 - scipy>=1.4.1,<=1.5.2
@@ -27,7 +27,7 @@ dependencies:
   # Required packages for AzureML execution, history, and data preparation.
   - azureml-widgets~=1.39.0
   - pytorch-transformers==1.0.0
-  - spacy==2.1.8
+  - 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/1.39.0/validated_darwin_requirements.txt [--no-deps]