AI-3016: Develop generative AI apps in Azure AI Foundry portal Course Overview
AI-3016: Develop generative AI apps in Azure AI Foundry portal equips professionals with the skills to harness the power of generative AI for innovative applications. This course is vital for software developers, data scientists, and AI enthusiasts looking to enhance their expertise in building intelligent solutions using Azure's cutting-edge tools and technologies.
Course outline & what you'll learn
- Introduction to Generative AI
Overview of generative AI concepts
- Applications and use cases
- Azure AI Foundry Portal
- Navigating the Azure AI Foundry interface
- Setting up your development environment
- Data Preparation and Management
- Collecting and preprocessing data
- Data storage options in Azure
- Model Development
- Selecting appropriate generative models
- Training models using Azure tools
- Integrating APIs and Services
- Using Azure Cognitive Services
- Accessing third-party APIs
- Deployment Strategies
- Deploying generative AI models
- Best practices for scalability and performance
- Monitoring and Maintenance
- Setting up monitoring tools
- Ensuring model accuracy and updating
- Ethical Considerations in AI Development
- Understanding bias and fairness
- Compliance and regulations in AI
- Capstone Project
- Developing a complete generative AI application
- Presenting and evaluating projects
Why train with Traincrest
This Microsoft course is delivered by Traincrest's certified instructors, live online or in the classroom, with hands-on labs and a 98% exam success rate. Trusted by 500+ companies and 50,000+ students worldwide.