Vibe Coding - Use LLMs and AI to Make Personal Apps Fast

Overview

Learn to build apps without learning to code. With LLMs like ChatGPT as your co-pilot, you’ll focus on ideas and skip the syntax.

Syllabus

• Introduction to AI-Assisted App Development
Overview of LLMs and Their Capabilities
Introduction to No-Code Platforms
Setting Goals for Your App
• Fundamentals of Large Language Models (LLMs)
Understanding LLM Architecture
Case Studies of LLM Use in App Development
• Getting Started with LLMs as Co-Pilots
Setting Up and Accessing LLM Tools (ChatGPT, etc.)
Basic Commands and Functionality
Crafting Effective Prompts for LLMs
• Idea Generation and Planning
Brainstorming App Ideas with AI Assistance
Creating User Stories and Defining Features
Designing the User Interface with AI Tools
• Building Your First App
Using LLMs to Build a Simple App
Testing and Iteration with AI Feedback
Integrating No-Code Platforms (e.g., Bubble)
• Enhancing Apps with Additional AI Features
Incorporating AI-driven Features (sentiment analysis, recommendations)
Using LLMs for Natural Language Understanding
• Understanding APIs and Integrations
Connecting Your App to APIs with AI Assistance
Exploring Third-party Integrations
• Ensuring Usability and User Experience
Gathering User Feedback with AI Tools
Iterating on Design and Functionality
• Deployment and Maintenance
Releasing Your App
Maintaining and Updating Your App with AI Help
• Ethical Considerations and Best Practices
Ensuring Data Privacy
Avoiding Bias in AI Systems
• Capstone Project
Building and Presenting a Personal App Using LLMs
• Conclusion and Future Trends
Emerging Technologies in AI-assisted Development
Lifelong Learning in the AI Era

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Taught by

Vibe Coding Academy

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Subjects

Computer Science