AI for developers: Making your application smarter with Azure AI Services.
A presentation at Azure User Group Sweden in December 2023 in by Sam Gomez
AI for developers: Making your application smarter with Azure AI Services.
Originally from Mexico. Tech Lead at Geneca. Spend time with family, movies, videogames, football. @thesoccerdev drkclw samueljgomez
Agenda • AI implementation options. • Why use Azure AI Services. • Azure AI services APIs. • Demo.
AI / ML
AI Implementation options. Prebuilt models Build model
Building your own model Collect and Identify data prepare data 2 1 Train model 3 Deploy model Test model 4 5
Why use AI Services • APIs for multiple scenarios. • Easy to integrate with available SDKs: • • • • • C# Go Java Javascript Python • Free tier for multiple services. • Customizable.
API categories Speech Language Vision Decision
API categories Translator
Speech
Speech API Improve customer experience Speech to text Text to speech Speech translation Speaker recognition
Language
Language API Understand conversations and text Entity recognition Sentiment analysis Question answering Conversational language understanding Summarization
Language API Understand conversations and text Text analytics for health
Vision
Vision API Identify and analyze content Computer Vision Custom Vision Face API
Decision
Decision API Smarter decisions Anomaly Detector Content Safety Personalizer
Translator
Translator API Translate text Text translation Document translation Custom translator
Other APIs
Other APIs Document Intelligence Immersive reader Metrics advisor Video indexer
Other APIs Cognitive search Bot service
Data privacy and security. • Authentication. • Data encrypted at rest and in transit. • Limited access features. • Data storage. • Data not stored. • Temporary
DEMO
What will we cover? • Creating a resource. • Testing APIs. • API usage examples. • Vision. • Speech to text. • Language understanding. • Custom model example.
https://www.rambli.com/2016/06/the-prayer-of-the-demo-gods/
Useful links. • https://azure.microsoft.com/enus/products/aiservices?activetab=pivot:azureopenaiservi cetab. • https://ai.azure.com/ • https://learn.microsoft.com/enus/azure/ai-services/responsible-use-ofai-overview
@thesoccerdev drkclw samueljgomez
