Neelakantam - How to successfully deploy Advanced AI models on Azure Cloud

(Link posted day of the event.)

Description
This session will guide you through the process of successfully deploying advanced AI models on Microsoft Azure AI.
I'll cover topics relevant to both beginners and experienced developers:

• Understanding Advanced AI models: We'll briefly explore what makes a model "advanced" and the considerations for deployment on Azure AI.
• Deployment Options: We'll discuss the different deployment methods available on Azure AI, including Azure Machine Learning and Azure OpenAI services.
• Fine-tuning for Azure OpenAI: For large language models (LLMs) specifically, we'll delve into fine-tuning techniques to customize pre-trained models from Azure OpenAI for your specific needs.
• Responsible Deployment: We'll explore best practices for deploying AI models responsibly, addressing areas like bias mitigation and content safety.
• Azure AI Studio Integration: We'll showcase the functionalities of Azure AI Studio, a unified platform for developing, testing, and deploying AI models, including advanced prompt engineering for LLMs.
• By the end of this session, you'll gain a solid understanding of how to effectively deploy your advanced AI models on Azure AI, along with the tools and techniques to ensure responsible use.

Bonus:
The session will also include demonstrations and resources to help you get started with deploying your own advanced AI models on Azure AI.
Target Audience:
This session is ideal for data scientists, analysts, AI enthusiasts, developers, and machine learning engineers who want to leverage Azure AI for deploying advanced AI models.