AI-3016: Develop Generative AI Apps in Azure AI Foundry Portal

Course Prerequisites

• Familiarity with cloud computing concepts and experience with Microsoft Azure.
• A solid understanding of basic AI principles, machine learning, and natural language processing (NLP).
• Proficiency in Python or another programming language used for building AI models is beneficial.
• Knowledge of APIs and integrating services with cloud applications will be helpful.
• Previous experience with Azure Machine Learning or Azure Cognitive Services is a plus but not required.

Learning Objectives

By the end of the AI-3016: Develop Generative AI Apps in Azure AI Foundry Portal course, you will be able to:

1. Understand the Azure AI Foundry Portal and its capabilities for building Generative AI solutions.
2. Leverage Azure AI services such as GPT-3, DALL·E, Azure Cognitive Services, and Azure Machine Learning to build AI models that generate content in various formats like text, images, audio, and video.
3. Implement Generative AI models for creating real-world applications such as chatbots, AI content generators, virtual assistants, and image generation tools.
4. Build and deploy scalable AI applications that integrate with Azure cloud infrastructure for real-time interaction and content generation.
5. Optimize Generative AI models for performance, cost-efficiency, and scalability, leveraging Azure’s cloud capabilities.
6. Ensure AI ethics, privacy, security, and compliance in the development of Generative AI applications.
7. Integrate Azure OpenAI models into your AI applications using best practices for efficiency and innovation.
8. Use the Azure AI Foundry Portal to experiment with different Generative AI models, fine-tune them, and deploy them into production environments.
9. Explore real-world Generative AI use cases and Azure AI solutions, including business applications in marketing, customer service, e-commerce, and entertainment.
10. Gain hands-on experience with deploying, managing, and scaling Generative AI applications on Azure.

Target Audience

This course is intended for:

• AI developers, machine learning engineers, and data scientists interested in leveraging Generative AI tools and services within the Azure AI Foundry Portal.
• Cloud architects and solution architects who want to design and implement Generative AI solutions using Azure.
• Software developers and AI application developers looking to enhance their skills in building intelligent and scalable Generative AI applications using the Azure AI Foundry Portal.
• Tech professionals seeking to integrate AI-powered content generation, chatbots, and interactive AI models into their existing or new business solutions.
• Companies or startups looking to incorporate Generative AI for use cases like creative content, virtual assistants, and automated customer service.