How to implement AI-powered APIs to make your website & apps see, hear and understand as humans do
Microsoft, Vyskočilova 1561/4a, Prague 4
Infuse your apps, websites and bots with intelligent algorithms to see, hear, speak, understand and interpret your user needs through natural methods of communication. Azure Cognitive Services are APIs, SDKs, and services available to help developers build intelligent applications without having direct AI or data science skills or knowledge.
What you'll learn in this workshop:
· What Azure Cognitive Services are,
· What APIs are available,
· Deep dive overview of Custom Vision API,
· How to integrate that API into your app,
· How to continue the Azure journey with Microsoft Learn, Certifications and more.
(40-50 minutes) Introduction of Azure Cognitive Services (ACS).
(15-20 minutes) deep dive into ACS Custom Vision
(5-10 minutes) break
(60-100 minutes) Building and training custom vision model for Rock-Paper-Scissors game:
picking up simple dataset (e.g. self-generated)
training a model
testing and recognizing failures
adding more data (Kinect gestures dataset)
training again (might take some time, can be used as a short break)
(40 minutes) Lunch
(40-50 minutes) Integrating trained model into a web application running on Azure (simple NodeJS backend+frontend)
(10-20 minutes) Q&A
This workshop is targeting all professional developers, who are interested in how to infuse apps, websites and bots with intelligent algorithms to see, hear, speak, understand and interpret your user needs through natural methods of communication.
You'll need a laptop and Azure Free Account (http://azure.com/free: sign-up before the workshop!).
Software Engineer @ Microsoft
Roman is a full-stack software engineer with a soft spot for all things web and passion for machine learning, applied neural networks and games. As a software engineer at Skype, he is working on pipelines of gathering and processing feedback from Skype users and helping to transform it into actionable tasks. On his free time, he is working on his PhD. in natural language processing, in the field of machine translation.
Microsoft MVP, AI, Developer Technologies
Microsoft MVP in AI and Developer Technologies who is also an international speaker and currently pursuing his PhD in Engineering Informatics. I have experience working in AI, mobile apps, and cloud computing projects.
Technologies CEE Azure Developer Product Marketing Manager @ Microsoft
Innovation Geek, 9Y @ Microsoft, Digital Nomad, Senior Product Owner & Startup Mentor. Making others cool! I'm constantly traveling across the world (with a focus on Central & Eastern Europe) and meeting amazing developers, startups and enterprises. Helping them to leverage the super-powers of the Microsoft Azure cloud and paying back the "karma" by mentoring #B2B, #MachineLearning and #AI driven startups to help them scale across the world.