2-Day Training Seminar:
From Traction to Production: Building Generative AI Applications with Azure AI Studio
March 25-26, 2025
9:00AM – 5:00PM Central
Level: Intermediate
Join us for an immersive 2-day workshop where you will explore the cutting-edge capabilities of Azure AI Studio and learn how to harness the power of generative AI to create transformative applications. This workshop is designed for AI enthusiasts eager to dive deep into the world of Azure AI and emerge with the skills to build, deploy, and manage AI-driven projects.
We’ll take an end-to-end journey, starting from the basic concepts of generative AI to everything needed for deploying and monitoring secure, high-performing, and cost-effective applications, following Responsible AI standards.
Key learning objectives include:
- Understand the core concepts of Azure AI Studio: Gain a comprehensive understanding of Azure AI Studio's capabilities, including Prompt Flow, Prompty, RAG (Retrieval-Augmented Generation), and the integration of various AI services.
- Develop skills in building Generative AI applications: Learn how to create generative AI applications using Azure AI Studio, focusing on best practices for development and deployment.
- Master the essential Generative AI scenarios:
- Building custom copilots
- Adding your own data to custom copilot
- Fine-tuning a language model for chat completion
- Evaluating the performance of your custom copilot
- Leveraging content filters to prevent the output of harmful content
- Using Azure OpenAI Assistants to create AI assistants tailored to your needs through custom instructions and augmented by advanced tools like code interpreter, and custom functions
- Explore advanced Azure AI features: Dive into advanced features such as text and image moderation, GPT-4 Turbo with Vision, and understand how to apply these in practical scenarios.
- Learn Azure AI deployment and security best practices: Understand the architectural framework of Azure AI Studio, including security measures, role-based and attribute-based access control, and strategies for effective deployment and monitoring of AI applications.
Whether you're looking to innovate in your current role or seeking to expand your AI expertise, this workshop offers a unique opportunity to learn from Azure AI expert and collaborate with peers. By the end of the workshop, you'll have a solid understanding of Azure AI's features and how to apply them to real-world scenarios, ensuring you're well-equipped to lead the charge in the AI revolution.
Learning experience will include a mix of presentations, demonstrations, and hands-on labs to ensure participants gain practical experience. The workshop will conclude with a Q&A session, allowing attendees to discuss their specific use cases and receive guidance from Azure AI expert.
Attendee Workstation Requirements:
- You must provide your own computer (Windows or Mac) for this seminar with a camera, Internet connection, speakers, and a microphone.
- An active Azure subscription where you have enough permissions and resources to set up the services for Azure AI Studio and deploy OpenAI GPT models. If you do not have one, you can sign up for a free trial.
- Azure CLI and Azure AI SDK installed on your workstation.
- Familiarity with basic command-line interface (CLI) commands and operations.
- Basic understanding of Python programming and experience with any integrated development environment (IDE) like Visual Studio Code, PyCharm, or Jupyter Notebooks.
- Git installed for version control and collaboration.
Participants are encouraged to set up their environment prior to the workshop to maximize hands-on learning time. Detailed setup instructions and support will be provided 2 weeks prior to the seminar.