A presentation at Cognitive Services User Group presentation by Sam Gomez
AI for developers: Making your application smarter with Azure Cognitive Services.
Originally from Mexico. Tech Lead at Geneca. Spend time with family, movies, videogames, soccer. @thesoccerdev drkclw samueljgomez
Agenda • AI implementation options. • Why use Cognitive Services. • Cognitive services APIs. • Applied 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 Cognitive 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
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* Translator
Vision
Vision API Identify and analyze content Computer Vision Custom Vision Face API
Decision
Decision API Smarter decisions Anomaly Detector Content Moderator Personalizer
Applied services
Applied Services API Services for common business problems Form recognizer Immersive reader Metrics advisor Video indexer
Applied Services API 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/
@thesoccerdev drkclw samueljgomez
for free. You
can too.