Readme.md

This is a 36 minute lab to excercise the use of NLP

This lab is made out of 5 units. Please follow the instructions and links below to complete the lab.

Please ask questions during the lab at any time to both your instructors.

Analyze Text with the Language Service

Start here https://docs.microsoft.com/en-us/learn/modules/analyze-text-with-text-analytics-service/

Introduction (3 min)

Get Started with Text Analysis (10 min)

Alanlyse Text (20 min)

Knowledge check (2 min)

Summary (1 min)

Endpoints and test JSON

Key Phrases Link:

https://docs.microsoft.com/en-us/rest/api/cognitiveservices-textanalytics/3.0/key-phrases/key-phrases

{
"documents": [
{
"id": "1",
"text": "The MGM hotel is a great place. The staff were very friendly. The service was amazing"
},
{
"id": "2",
"text": "We didn't enjoy our stay at the Circus Circus. The service was not up to the mark"
},
{
"id": "3",
"text": "The hotel is in Las Vegas. The room had a TV. The hotel had 4 pools"
}
]
}

Languages

Endpoint: https://docs.microsoft.com/en-us/rest/api/cognitiveservices-textanalytics/3.0/key-phrases/Languages

{
"documents": [
{
"id": "1",
"text": "The MGM hotel is a great place. The staff were very friendly. The service was amazing"
},
{
"id": "2",
"text": "We didn't enjoy our stay at the Circus Circus. The service was not up to the mark"
},
{
"id": "3",
"text": "The hotel is in Las Vegas. The room had a TV. The hotel had 4 pools"
}
]
}

Sentiments

Endpoint https://docs.microsoft.com/en-us/rest/api/cognitiveservices-textanalytics/3.0/key-phrases/Sentiment

{
"documents": [
{
"id": "1",
"text": "The MGM hotel is a great place. The staff were very friendly. The service was amazing"
},
{
"id": "2",
"text": "We didn't enjoy our stay at the Circus Circus. The service was not up to the mark"
},
{
"id": "3",
"text": "The hotel is in Las Vegas. The room had a TV. The hotel had 4 pools"
}
]
}

Entity Recognition

Endpoint https://docs.microsoft.com/en-us/rest/api/cognitiveservices-textanalytics/3.0/entities-recognition-general/entities-recognition-general

{
"documents": [
{
"language": "en",
"id": "1",
"text": " Last night we had dinner at the StripSteak restaurant inside of the Mandalay Bay Hotel, the Wagyu steak was incredible"
}]
}

Translator

Endpoint: https://api.cognitive.microsofttranslator.com/translate?api-version=3.0&to=es

[{
   Text: "The MGM Hotel is amazing"
}]

Speech To Text

https://azure.microsoft.com/en-us/services/cognitive-services/speech-to-text/#features

Text to Speech

https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/rest-text-to-speech

https://github.com/Azure-Samples/cognitive-services-speech-sdk