Course Details
Vibe Coding From Prompts to Applications for Non-Tech Professionals
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.
Learning Outcomes:
Course Outline:
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
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
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
Generate multi-component apps using prompts
Integrate real data for dashboard outputs
Test, refine, and share dashboard project
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
Complete capstone project for immediate workplace use
Present project to peers and receive feedback
Final refinement of prompts and workflow automation
Review and discussion of tools and concepts covered.
Q&A session to address any questions.
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