GenAI Learning Path-SWE. & Architecture-Intermediate
Completed by Nick Fielding on July 24, 2025
Verified learner ·
Badge ID: 3JhsLgyuSvuYbC4Mror7Sg
About this Badge
This intermediate learning path builds on foundational GenAI skills to deepen your expertise in AI-assisted software development. Learn to develop efficiently with GitHub Copilot in VS Code, apply GenAI in web development with Python, and enhance your coding workflow. Explore Retrieval-Augmented Generation (RAG) using embeddings and vector databases to build smarter, context-aware applications.
Learning objectives
- Set up and utilize GitHub Copilot in Visual Studio Code to enhance coding efficiency and accuracy.
- Create and manage embeddings in vector databases to implement Retrieval-Augmented Generation (RAG) for AI models.
- Develop responsive web components using comment-guided prompts with GitHub Copilot.
- Build and deploy a simple web application using Python, Flask, and JokeAPI with the assistance of AI tools.
Skills learned
- Web Development Tools
- Microsoft Visual Studio
- Integrated Development Environments
- Natural Language Processing
- HTML and CSS
- Responsive Web Design
- Secure Coding
- Text Mining
- UI Components
- Artificial Intelligence
- Web Design and Development
- Generative AI
- Microsoft Copilot
- Unit Testing
- Software Development Tools
- Web Applications
- Prompt Engineering
- Machine Learning
- ChatGPT
- OpenAI
- Debugging
- GitHub
- Data Processing
- Application Development
- Development Environment
- Javascript
- Data Storage
- Development Testing
- Web Development
- Database Management
- Software Engineering
- Front-End Web Development
- Application Programming Interface (API)
- User Interface (UI)
- Flask (Web Framework)
- Skills section collapsed. Showing 9 of 35 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.