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

A presentation at Cognitive Services User Group presentation in May 2023 in by Sam Gomez

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

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Agenda • AI implementation options. • Why use Cognitive Services. • Cognitive services APIs. • Applied services APIs. • Demo.

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AI / ML

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AI Implementation options. Prebuilt models Build model

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Building your own model Collect and Identify data prepare data 2 1 Train model 3 Deploy model Test model 4 5

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Why use Cognitive Services • APIs for multiple scenarios. • Easy to integrate with available SDKs: • • • • • C# Go Java Javascript Python • Free tier for multiple services. • Customizable.

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API categories Speech Language Vision Decision

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Speech

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Speech API Improve customer experience Speech to text Text to speech Speech translation Speaker recognition

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Language

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Language API Understand conversations and text Entity recognition Sentiment analysis Question answering Conversational language understanding* Translator

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Vision

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Vision API Identify and analyze content Computer Vision Custom Vision Face API

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Decision

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Decision API Smarter decisions Anomaly Detector Content Moderator Personalizer

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Applied services

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Applied Services API Services for common business problems Form recognizer Immersive reader Metrics advisor Video indexer

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Applied Services API Cognitive search Bot service

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DEMO

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What will we cover? • Creating a resource. • Testing APIs. • API usage examples. • Vision. • Speech to text. • Language understanding. • Custom model example.

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https://www.rambli.com/2016/06/the-prayer-of-the-demo-gods/

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@thesoccerdev drkclw samueljgomez