AI for Developers: Making your application smarter with Azure AI services

AI for developers: Making your application smarter with Azure AI Services.

Originally from Mexico. Tech Lead at Geneca. Spend time with family, movies, videogames, soccer. @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

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:azureopenaiservicet ab. • https://speech.microsoft.com/portal • https://language.cognitive.azure.com/home. • https://portal.vision.cognitive.azure.com/gall ery/featured.

Useful links. • https://formrecognizer.appliedai.azure.co m/studio.

@thesoccerdev drkclw samueljgomez

AI for developers: Making your application smarter with Azure AI Services.