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Introduction to Azure Cognitive Services
Getting started with Microsoft Azure Cognitive Services
Introduction to the course (5:24)
An Overview of the Azure Cognitive Services (5:10)
Creating a Cognitive Service Resource on the Azure Portal (3:47)
Jupyter Notebook installation (3:53)
Assignment-1
Azure Vision Services
An Overview of Vision Services (3:28)
Basics of Face API (5:31)
The Azure Face Detection model (5:35)
The Azure Face Verification model (5:58)
Basics of Computer Vision (6:10)
Optical Character Recognition in Azure (6:44)
Image Analysis in Azure (11:36)
Assignment-2
Azure Speech Services
An Overview of Speech Services (3:11)
An Overview of Azure Speech Recognition (7:16)
Speech Recognition Deep Dive (8:05)
An Overview of Azure Text to Speech Service (5:55)
Text to Speech Deep Dive (17:08)
Speech Translation Services in Azure (9:04)
Speaker Recognition Services (6:18)
Assignment-3
Azure Language Services
An Overview of Language Services (3:01)
An Overview of LUIS (5:48)
Intents, entities and utterances (10:19)
Prediction Scores (6:15)
QnA Maker (4:43)
Creating a chatbot using QnA Maker and the Bot Service (6:22)
Text Analytics (9:05)
Translator (7:05)
Assignment-4
Azure Decision Services
An Overview of Decision Services (4:47)
Anomaly Detector (5:49)
Univariate Anomaly detector (8:14)
Azure Content Moderator (8:00)
Use cases and examples of Azure Content Moderator (10:29)
The Personalizer Service (6:05)
Use cases and an example of the Personalizer Service (7:57)
Course conclusion (4:25)
Assignment-5
Use cases and an example of the Personalizer Service
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