SOF-7874: tutorial on mattersim python ml workflow

lang/en/docs/tutorials/ml/mattersim.json

@@ -0,0 +1,37 @@
+{
+    "descriptionLinks": [
+        "Running Python-based ML workflows in Mat3ra platform: https://docs.mat3ra.com/tutorials/ml/mattersim/"
+    ],
+    "description": "How to run Python-based ML workflows in Mat3ra platform.",
+    "tags": [
+        {
+            "...": "../../metadata/general.json#/tags"
+        },
+        "ML",
+        "Python"
+    ],
+    "title": "Mat3ra Tutorial: Running Python-based ML workflows in Mat3ra platform",
+    "youTubeCaptions": [
+        {
+            "text": "Here we will learn, how to run Python-based ML workflows in Matera platform.",
+            "startTime": "00:00:00.250",
+            "endTime": "00:00:05.000"
+        },
+        {
+            "text": "The easiest way to get started is by importing an existing workflow from Matera workflow bank.",
+            "startTime": "00:00:05.500",
+            "endTime": "00:00:10.000"
+        },
+        {
+            "text": "If the desired workflow is not available, we can create a new workflow and select one of our available ML templates.",
+            "startTime": "00:00:10.500",
+            "endTime": "00:00:18.000"
+        },
+        {
+            "text": "If no suitable template is found, we can always create a new workflow from scratch and use our general purpose Python workflow.",
+            "startTime": "00:00:18.500",
+            "endTime": "00:00:27.000"
+        }
+    ],
+    "youTubeId": ""
+}

mkdocs.yml

@@ -30,7 +30,7 @@ extra_javascript:
 copyright: <a target="_blank" href="https://mat3ra.com">Exabyte Inc</a>. All rights reserved. | <a target="_blank" href="https://platform.mat3ra.com">Back to platform</a>
 
 extra:
-    version: "2026.2.26"
+    version: "2026.3.26"
     preload_javascript:
         - /extra/js/preload_hotjar.js
         - /extra/js/preload.js
@@ -711,6 +711,7 @@ nav:
             - Overview:                                 infrastructure/clusters/overview.md
             - Directory Structure:                      infrastructure/clusters/directories.md
             - Hardware Specifications:                  infrastructure/clusters/hardware.md
+            - Google Clusters:                          infrastructure/clusters/google.md
             - AWS Clusters:                             infrastructure/clusters/aws.md
             - Azure Clusters:                           infrastructure/clusters/azure.md
         - Resource Management:

requirements.txt

@@ -46,7 +46,7 @@ protobuf==5.29.6
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pybtex==0.24.0
-Pygments==2.19.2
+Pygments==2.20.0
 pymdown-extensions==10.16.1
 pypandoc==1.16.2
 pyparsing==3.1.4
@@ -55,7 +55,7 @@ pytz==2024.2
 PyYAML==6.0.3
 pyyaml_env_tag==1.1
 regex==2024.9.11
-requests==2.32.5
+requests==2.33.1
 rsa==4.9.1
 setuptools==80.9.0
 singledispatch==3.4.0.4