Santa's automatic email processing with cognitive services and custom vision | AI project idea Azure
End to end project walkthrough showing the architecture and setup on Azure. Text analytics, image processing, logic apps, functions, orchestration, automation - a bit of everythign!
Companion blog:
https://iuliaferoli.medium.com/saving-santas-it-architecture-with-ai-and-cognitive-services-d001ac6027dd?source=friends_link&sk=9f3515334056e719eca8dd7ee8d62c62
Github repo for notebook: https://github.com/iuliaferoli/text_analytics
00:00 Overview
01:05 Resources on Azure
01:29 Architecture
03:15 Data Lake (Storage)
03:50 Logic Apps (Automation Steps)
05:02 Functions (Python code)
06:55 Email automation flow
07:40 Cognitive services (text analytics)
09:17 Azure Data Factory (orchestration)
11:05 Custom Vision (image processing)
12:55 PowerBI (dashboarding and reporting)
13:38 Further work?
Intsagram @iuliaonyoutube
Music
Ikson - Christmas
All opinions are my own / do not represent views of employer, etc etc.
Видео Santa's automatic email processing with cognitive services and custom vision | AI project idea Azure канала Iulia Feroli
Companion blog:
https://iuliaferoli.medium.com/saving-santas-it-architecture-with-ai-and-cognitive-services-d001ac6027dd?source=friends_link&sk=9f3515334056e719eca8dd7ee8d62c62
Github repo for notebook: https://github.com/iuliaferoli/text_analytics
00:00 Overview
01:05 Resources on Azure
01:29 Architecture
03:15 Data Lake (Storage)
03:50 Logic Apps (Automation Steps)
05:02 Functions (Python code)
06:55 Email automation flow
07:40 Cognitive services (text analytics)
09:17 Azure Data Factory (orchestration)
11:05 Custom Vision (image processing)
12:55 PowerBI (dashboarding and reporting)
13:38 Further work?
Intsagram @iuliaonyoutube
Music
Ikson - Christmas
All opinions are my own / do not represent views of employer, etc etc.
Видео Santa's automatic email processing with cognitive services and custom vision | AI project idea Azure канала Iulia Feroli
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