Hi,

I followed the lab Image Classification but could not use the model because I kept getting Operation returned an invalid status code 'Access Denied'.

I double and triple checked

project_id = 'xxx'
cv_key = 'xxx'
cv_endpoint = 'xxx'
model_name = 'xxx'

But still got the same error. Even tried the secondary key for the cv_key but that also didn't help. Are we missing a step in the code??

File: 02b - Speech.ipynb
Link: https://github.com/MicrosoftDocs/ai-fundamentals/blob/master/02b%20-%20Speech.ipynb
Issue Description: found in "Line 49"

"cog_region = cog_endpoint[8:cog_endpoint.find('.')]\n",

For new cognitive service resources, this variable returns the name and not the region of the resource which leads to "SpeechRecognitionResult(result_id=**************, text="", reason=ResultReason.Canceled) later down the line

Worked around by statically entering the region of the resource

When following instructions in QnA BOT.ipynb
when trying to select Azure QnA service, it says "This role does not have permissions for this action"

File: 02d - Language Understanding.ipynb
Link: https://github.com/MicrosoftDocs/ai-fundamentals/blob/master/02d%20-%20Language%20Understanding.ipynb
Issue Description: Step numbers 2 to 5 in the "Create an Entity" section no longer accurate. It seems as if the resource only accepts JSON input and no manual input now

In the text analytics notebook, this is the code:

The issue is that sample is in a different path that expected.

I use anaconda to run 01a - Image Analysis with Computer Vision.ipynb.

I get a 'resource not found' error, however the store_cam1.jpg file is in the right folder.

Here is the code:
from azure.cognitiveservices.vision.computervision import ComputerVisionClient
from msrest.authentication import CognitiveServicesCredentials
from python_code import vision
import os
%matplotlib inline

'# Get the path to an image file
image_path = os.path.join('data', 'vision', 'store_cam1.jpg')

'# Get a client for the computer vision service
computervision_client = ComputerVisionClient(cog_endpoint, CognitiveServicesCredentials(cog_key))

'# Get a description from the computer vision service
image_stream = open(image_path, "rb")#
description = computervision_client.describe_image_in_stream(image_stream)

'# Display image and caption (code in helper_scripts/vision.py)
vision.show_image_caption(image_path, description)

Here is the error message:

ComputerVisionErrorException Traceback (most recent call last)
in
13 # Get a description from the computer vision service
14 image_stream = open(image_path, "rb")#
---> 15 description = computervision_client.describe_image_in_stream(image_stream)
16
17 # Display image and caption (code in helper_scripts/vision.py)

~\Anaconda3\lib\site-packages\azure\cognitiveservices\vision\computervision\operations_computer_vision_client_operations.py in describe_image_in_stream(self, image, max_candidates, language, description_exclude, custom_headers, raw, callback, **operation_config)
1100
1101 if response.status_code not in [200]:
-> 1102 raise models.ComputerVisionErrorException(self._deserialize, response)
1103
1104 deserialized = None

ComputerVisionErrorException: Operation returned an invalid status code 'Resource Not Found'