Vibe Coding From Prompts to Applications for Non-Tech Professionals
Duration: 2 Days • Classroom: Physical • HRDC: Claimable
What you'll learn
- Participants will gain an understanding of the basics of Flutter, including how to create layouts, handle user input, manage state, and connect to APIs.
- Ability to create custom mobile apps.
- Participants will have Hands-on experience to apply their newly acquired knowledge and skills in a real-world context.
Course description
This hands-on workshop introduces developers to Vibe Coding, a prompt-driven development methodology that transforms natural language instructions into functional applications. Participants will learn to craft effective prompts, generate code using AI tools, debug, and integrate AI-generated components into real-world projects. Through guided exercises, they will build applications end-to-end, applying prompt-driven workflows to accelerate development and reduce repetitive coding. The training emphasizes practical implementation, enabling participants to adopt prompt-driven development immediately in their workplace. By the end of the workshop, participants will have mastered techniques to convert ideas into applications quickly, enhance productivity, and innovate efficiently using AI-assisted coding practices.
Course content
- What is Vibe Coding? Benefits for non-tech professionals
- AI in the workplace: automating repetitive tasks, dashboards, reports
- Real-world applications and case studies
- Registering accounts on recommended platform
- Navigating the dashboard and workspace
- Connecting tools: Google Workspace, Excel, Slack integration (if applicable)
- Accessing templates and sample projects
- Writing actionable prompts in plain language
- Few-shot vs zero-shot prompts for real-world tasks
- Testing and refining prompts for accurate outputs
- Create a workflow to automate daily repetitive task (e.g., email reminders, report summarization)
- Validate outputs, refine prompts, and save project
Hands-On Activities:
3 Topics
- Create platform account, navigate dashboard
- Generate first functional automation project
- Share and review with instructor
- Creating multiple components from prompts
- Combining components into a functional application
Module 6: Workflow Integration
2 Topics
- Connecting AI-generated applications to spreadsheets, forms, or internal tools
- Automating data input, reporting, and notifications
- Reviewing and correcting outputs
- Techniques to refine prompts for accuracy and reliability
- Build a dashboard that integrates multiple data sources (Google Sheets, Excel)
- Include summary insights, charts, and notifications
- Prepare project for deployment or sharing with team
Hands-On Activities:
3 Topics
- Generate multi-component apps using prompts
- Integrate real data for dashboard outputs
- Test, refine, and share dashboard project
Module 9: Advanced Prompt Techniques
3 Topics
- Chaining prompts for multi-step actions
- Dynamic prompts to adapt to changing data or requirements
- Automating workflows using conditional logic
- Exporting and sharing AI-generated projects
- Cloud deployment (platform URL)
- Embedding into workflow tools (Google Workspace, Slack, Teams)
- Identify a real workplace task or process
- Generate AI-assisted solution using prompts
- Integrate components, test workflow, and prepare for deployment
- Tips to extend AI-assisted workflows
- Introduction to other AI tools for non-tech users
- Best practices for sustainable prompt-driven productivity
Hands-On Activities:
3 Topics
- Complete capstone project for immediate workplace use
- Present project to peers and receive feedback
- Final refinement of prompts and workflow automation
Wrap Up
2 Topics
- Review and discussion of tools and concepts covered.
- Q&A session to address any questions.
English
2 Days
Physical Class
Certificate of Completion
HRDC Claimable
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