Generative AI for Web & Mobile Apps
Generative AI for Web & Mobile Apps
Unlock the future of software development by learning how to integrate cutting-edge Generative AI into your web and mobile applications. This comprehensive course takes beginners from the basics of Large Language Models (LLMs) to building fully functional AI-powered chatbots, automated content generators, and image creation tools. You will learn to work with APIs like OpenAI and Google Gemini, manage state in modern frameworks, and design user experiences that leverage the power of AI while maintaining security and performance.
Lessons
- Introduction to Generative AI in Development
- Understanding LLMs and the API Economy
- Setting Up Your Development Environment
- Managing API Keys and Security
- Your First Web-Based Chatbot UI
- Connecting Frontend to OpenAI API
- Managing Conversation History (State)
- Streaming Responses for Better UX
- Introduction to AI in Mobile Apps
- Prompt Engineering for Developers
- Generating Content: Automated Blog Post Creator
- Integrating Image Generation (DALL-E)
- Retrieval Augmented Generation (RAG) Basics
- Handling Errors and Hallucinations
- Voice to Text and Audio Integration
- UX Design for AI Applications
- Cost Management and API Limits
- Scaling Your AI Infrastructure
- Deploying Your AI App to the Cloud
- The Ethics and Future of Generative AI