AI & ML Academy Vignettes

Vignette Sessions

In our AI & ML Academy Vignettes, we extend the content of the original series by including modules on current topics related to artificial intelligence and machine learning.

LangChain & Hugging Face
Join Sowmyan Soman to explore the LangChain Framework and Hugging Face LLM classes, with a code-first demo! more »

Load Balancing
Join Anahita Afshari to learn more about load balancing in both OpenAI and Azure API Management -- a strategic approach to ensure scalable and efficient application performance under increasing traffic demands. more »

Join Pardeep Singla for a data science deep dive into Microsoft's newly released analytics platform -- Fabric. Discover how Fabric integrates with Azure ML and get hands-on with demos! more »

Function Calling
Join Walter Novoa for an exciting session on Function Calling, where you’ll learn how to create custom functions that enable AI to excel at tasks and provide more insightful answers. Plus, get ready for a hands-on demo! more »

Semantic Kernel
What can Semantic Kernel do for you? Join Mike Richter for an in-depth walkthrough of this amazing tool for your Generative AI applications. Concept demystify and hands-on live demos are included. more »

Prompt Injection & LLM Security
Curious about how prompt injection works in LLMs and Azure OpenAI? Do you have concerns with Generative AI security? What are the security challenges facing Generative AI and how can we mitigate them? Join Caroline Matthews to learn more about LLMs, Azure OpenAI, and the mitigation strategies for security challenges! more »

Azure Document Intelligence
Join Melody Yin for an in-depth walkthrough and demo of Azure Document Intelligence (former known as Form Recognizer). Learn how to automate content extraction from various forms and documents! more »

Azure Content Safety
Join Devanshi Thakar for a trip to the Azure Content Safety service and learn how to best guard your AI applications. This video will guide you through real-world examples where we address hate, violent, harmful, and sexual content – in different scenarios – with the Azure Content Safety tool. more »

Azure AI Video Indexer
Curious about the newest capabilities in Azure AI Video Indexer? Join Nikki Conley for an in-depth session, complete with a live demo! Experiment with the powerful features that empower you to index and analyze your videos using AI-driven insights! more »

Learn about Azure AI Search with Alexis Joseph! Explore how Vector Search and Semantic Ranker enhances your search efficiency., with code-first and Azure portal demos! more »

Azure AI Vision
Are you interested in Azure AI Vision and how it works? Join Juan Llovet de Casso and gain insights into the Azure AI Vision portal and Responsible AI for Vision. Juan will also guide you through a demo on how to train your own customized vision model using manual image labeling. more »

If you’re curious about Copilot, join David Giard as he unveils the capabilities of GitHub Copilot, M365 Copilot, and Copilot Studio! more »

Copilot Studio vs AI Studio
Learn about the most popular AI tooling with Melody Yin. Dive into an Azure AI Studio and Copilot Studio service comparison and understand when-to-use-which. Also, get ready for in-depth demos into both tools! more »

What are the approaches to harness the popular Azure OpenAI Service for building enterprise-grade applications on AWS, GCP, or alternative cloud platforms? Typical business use cases include content generation, summarization, code generation, information discovery and knowledge mining. more »

Adastra focuses on data, analytics, and AI solution development. They'll walk us through their portfolio and show us two unique AI based solutions. The first, Intelligent Search Bot Platform, is an OpenAI powered solution that enhances traditional chat bot experiences by leveraging organizational data with ChatGPT's knowledge repository. The second, Lucid Data Hub, rapidly accelerates data engineering with generative AI. Lucid Data Hub will analyze source data, build out the data pipelines and analytical models into a lakehouse medallion architecture, ready for reporting in Power BI. more »

OpenAI has immense potential in the retail and consumer goods industries, offering opportunities across a wide range of use cases. By leveraging advanced machine learning and natural language processing capabilities, OpenAI can help these organizations make better decisions, automate processes, and reduce costs. The technology can identify patterns and trends that humans may miss, enabling retailers and consumer goods companies to gain valuable insights and stay ahead of the curve. OpenAI can add value in various use cases such as personalized product recommendations, chatbots for customer service, and optimizing promotions and pricing strategies. The technology helps these organizations stay competitive by improving operations, optimizing processes, and enhancing the overall customer experience. This video explores the potential of OpenAI in retail and consumer goods, highlighting how this technology can drive innovation in the industry. more »

OpenAI has immense potential in manufacturing and mobility, leveraging machine learning and natural language processing to improve decision-making, automate processes, and reduce costs. OpenAI can identify patterns and trends to help gain valuable insights and stay ahead of the curve, with use cases such as predictive maintenance, quality control, and supply chain optimization. This technology can also improve safety and efficiency of transportation systems and enable the development of autonomous vehicles. This video explores the potential of OpenAI in manufacturing and mobility, highlighting how this technology can drive innovation in the industry. As these industries continue to evolve and adopt new technologies, OpenAI offers a powerful tool for companies looking to stay competitive and meet the demands of the modern marketplace. more »

GitHub Copilot
Presented by Andy Huang, Cloud Solution Architect @ Microsoft. GitHub Copilot is an AI-powered tool that revolutionizes the way developers code. It uses GPT-based AI capabilities to understand natural language and generate code suggestions in real-time. This 12-minute video provides an overview of GitHub Copilot's capabilities, including how it can be used to accelerate your development workflow and enable more individuals to create innovative solutions with ease. By the end of this video you will have learned the capabilities of GitHub Copilot, as well as some insights to different ways you can harness the power of Copilot. more »

Copilot for Power Platform
Presented by Suvidha Shashikumar, Sr. Cloud Solution Architect @ Microsoft. Microsoft Power Platform has made significant strides in democratizing development experiences through AI-powered tools since 2021. The platform's latest features, including GPT-based AI capabilities and copilot, enable more individuals to create innovative solutions with natural language, thus empowering citizen developers and end-users. This 15-minute video provides an overview of all AI capabilities in the platform to date, demonstrating how individuals can benefit from them. more »