Azure OpenAI Service for Startups and Digital-First Companies - OD839

Overview

Discover how to leverage Azure OpenAI's language models to build innovative and cost-effective generative AI applications with enterprise-grade security and reliability on the Azure platform.

Syllabus

• Introduction to Azure OpenAI Service
Overview of Azure OpenAI capabilities
Benefits of using Azure for AI solutions
Key features and services
• Setting Up Azure OpenAI for Your Startup
Azure account setup and configurations
Understanding pricing and cost management
Navigating Azure Portal for OpenAI services
• Exploring Language Models on Azure
Introduction to generative AI and language models
Overview of available models and their use cases
Model selection criteria for startups
• Building Generative AI Applications
Designing AI solutions tailored to business needs
Integrating OpenAI models into applications
Best practices for application development
• Cost-Effective Deployment Strategies
Optimizing resource use on Azure
Scaling applications efficiently
Tools for monitoring and cost tracking
• Ensuring Security and Reliability
Azure’s security features and compliance standards
Implementing enterprise-grade security in AI apps
Data privacy and governance on Azure
• Case Studies and Practical Applications
Successful startup implementations of Azure OpenAI
Lessons learned from digital-first companies
Interactive case analysis and discussion
• Workshops and Hands-On Labs
Developing a simple generative AI application
Real-world problem-solving sessions
Live demos of Azure OpenAI integrations
• Future Trends and Innovations
Emerging trends in generative AI
Advancements in Azure AI services
Preparing for future technological changes
• Course Recap and Next Steps
Key takeaways and insights
Resources for further learning
Opportunities for networking and community engagement

Subjects

Programming