Develop Gen AI Apps Workshop
This intensive workshop takes you through the complete journey of building generative AI applications. From understanding the fundamentals to deploying production-ready solutions, you'll gain practical skills that you can immediately apply in your organization.
What You'll Learn
- Fundamentals of generative AI and large language models
- Designing AI-powered application architectures
- Building conversational interfaces and chatbots
- Implementing RAG (Retrieval-Augmented Generation) patterns
- Working with vector databases for semantic search
- Fine-tuning models for specific use cases
- Deploying and scaling Gen AI applications
- Monitoring and maintaining AI systems in production
Hands-On Projects
- Build a document Q&A system
- Create a code assistant application
- Develop a content generation pipeline
- Implement a semantic search engine
Prerequisites
- Basic programming knowledge (Python preferred)
- Understanding of REST APIs
- Familiarity with cloud services (Azure/AWS)
