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EVENT DETAILS |
Description:
Welcome to our in-person AI meetup in New York. Join us for deep dive tech talks on AI, GenAI, LLMs & ML, hands-on workshops, food/drink, networking with speakers & fellow developers.
We team up with Microsoft team to host the hands-on workshop for generative AI & responsible AI.
Tech Talk: End-to-End Development of Generative AI applications on Azure
Speaker: Nitya Narasimhan (Microsoft)
Abstract: In this talk we'll introduce the core concepts for building a copilot application on Azure AI from prompt engineering to LLM Ops - using the Contoso Chat application sample as a reference. And we'll explore the Azure AI Studio (preview) platform from a code-first perspective to understand how you can streamline your development from model exploration to endpoint deployment, with a unified platform & workflow.
Workshop: Train & Debug your ML Models For Responsible AI on Azure
Instructor: Ruth Yakubu (Microsoft)
Abstract: In this hands-on workshop you will learn to train an AI model using the Azure Machine Learning Studio, then use its built-in Responsible AI Dashboard capability to debug your model for performance, fairness & responsible AI usage. By the end of this workshop you should be able to train, deploy, & debug, your own machine learning models to understand:
* where the model has errors;
* whether the data has over/under-representation to mitigate biases;
* explainability & interpretabilty for model decision-making;
* how to mitigate issues to meet compliance regulation requirements.
Outline: The workshop session will be broken down into 4 phases:
* Tech Talk: Understand the motivation & core principles;
* Prepare Environment: Launch the Skillable Lab & explore codebase;
* Train Model Locally: Open Notebook #1, run it & explore the code;
* Add Responsible AI Dashboard: Deploy model to Azure, Run creation job;
* Debug your model: DO error, data, feature analysis & model overview.;
Pre-Requisite:
* A laptop with a modern browser & network connectivity;
* A Microsoft Learn account (Free to setup) to use the Azure sandbox;
* Some familiarity with Python & Jupiter Notebooks
Speakers/Topics:
Stay tuned as we are updating speakers & schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics
Sponsors:
We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsor. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 20,000+ AI developers in New York or 300K+ worldwide.
Community on Slack/Discord
Event chat: chat & connect with speakers & attendees
Sharing blogs, events, job openings, projects collaborations
Join Slack/Discord (scroll down to the bottom)
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