AI-3016: Develop Generative AI Apps in Azure AI Foundry Portal
Last Updated: 04-02-2025
The AI-3016: Develop Generative AI Apps in Azure AI Foundry Portal course is designed for developers and AI professionals who want to master the creation and deployment of Generative AI applications using the Azure AI Foundry Portal. This advanced course dives deep into the tools and frameworks provided by Azure to build AI-powered applications that can generate human-like content, including text, images, audio, and more. You will learn to use Azure's advanced AI services like GPT-3, DALL·E, and other cutting-edge tools in the Azure AI Foundry Portal to create highly intelligent applications. Through hands-on labs and real-world use cases, you will gain practical experience in building scalable, ethical, and secure Generative AI solutions on Azure. Whether you're building custom chatbots, content generation tools, or any other Generative AI applications, this course will equip you with the skills needed to deploy them efficiently and at scale in the Azure cloud.
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:
Understand the Azure AI Foundry Portal and its capabilities for building Generative AI solutions.
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.
Implement Generative AI models for creating real-world applications such as chatbots, AI content generators, virtual assistants, and image generation tools.
Build and deploy scalable AI applications that integrate with Azure cloud infrastructure for real-time interaction and content generation.
Optimize Generative AI models for performance, cost-efficiency, and scalability, leveraging Azure’s cloud capabilities.
Ensure AI ethics, privacy, security, and compliance in the development of Generative AI applications.
Integrate Azure OpenAI models into your AI applications using best practices for efficiency and innovation.
Use the Azure AI Foundry Portal to experiment with different Generative AI models, fine-tune them, and deploy them into production environments.
Explore real-world Generative AI use cases and Azure AI solutions, including business applications in marketing, customer service, e-commerce, and entertainment.
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.
Course Modules
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What Our Learners Are Saying
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Nitish A. Anand – Accenture
Course: SC-200: Microsoft Security Operations Analyst
Date: 15th Jan 2025
The instructor was professional and very content.
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Course: MD-102: Microsoft 365 Endpoint Administrator
Date: 20th Dec 2024
The instructor was so knowledgeable & humble. Rare to find someone so confident but so down to earth these
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Course: AZ-700: Designing and Implementing Microsoft Azure Networking Solutions
Date: 31st July 2024
Instructor is experienced and knowledgeable in guiding.
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Course: SC-300: Microsoft Identity and Access Administrator
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