Add deployment recommendations python sdk example notebook (#4256)

* add example for python sdk instant rec

* upgrade python version

* black-nb reformat

* fix kernal

* clear outputs

* modify nb kernal

* reapply black-nb format

* remove conflicting pip install

---------

Co-authored-by: gwang111 <[email protected]>

Author: gwang111

sagemaker-inference-recommender/python-sdk-inference-recommender/cloudwatch.py renamed to sagemaker-inference-recommender/python-sdk/cloudwatch.py

@@ -15,7 +15,7 @@
     "\n",
     "This notebook's CI test result for us-west-2 is as follows. CI test results in other regions can be found at the end of the notebook. \n",
     "\n",
-    "![This us-west-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-west-2/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This us-west-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-west-2/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
     "---"
    ]
@@ -640,35 +640,35 @@
     "\n",
     "This notebook was tested in multiple regions. The test results are as follows, except for us-west-2 which is shown at the top of the notebook.\n",
     "\n",
-    "![This us-east-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-east-1/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This us-east-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-east-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
-    "![This us-east-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-east-2/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This us-east-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-east-2/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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+    "![This us-west-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/us-west-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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     "\n",
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+    "![This sa-east-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/sa-east-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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+    "![This eu-west-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-west-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
-    "![This eu-west-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-west-2/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This eu-west-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-west-2/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
-    "![This eu-west-3 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-west-3/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This eu-west-3 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-west-3/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
-    "![This eu-central-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-central-1/sagemaker-inference-recommender|python-sdk-inference-recommender|inference-recommender-with-python-sdk.ipynb)\n",
+    "![This eu-central-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-central-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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+    "![This eu-north-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/eu-north-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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+    "![This ap-southeast-1 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/ap-southeast-1/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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+    "![This ap-southeast-2 badge failed to load. Check your device's internet connectivity, otherwise the service is currently unavailable](https://h75twx4l60.execute-api.us-west-2.amazonaws.com/sagemaker-nb/ap-southeast-2/sagemaker-inference-recommender|python-sdk|inference-recommender-with-python-sdk.ipynb)\n",
     "\n",
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     "\n",
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     "\n",
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    ]
   }
  ],