Generative AI for Non-Majors · Vibe Coding · DX/AX Fundamentals Master Curriculum

This is a machine learning lecture written like a story in easy-to-understand language without formulas, tailored to the level of liberal arts students!

From server setup to blog and YouTube automation, build a complete AI workflow with n8n. Practice setting up a stable operating environment including Contabo VPS-based server installation, Ubuntu, Docker, and Portainer environment configuration, domain connection, and HTTPS security settings. Covers search API and file server development using FastAPI and Docker, Airtable and n8n integration, blog AI agent construction, and image/video automation. You'll be able to complete profitable automation strategies that can be directly applied to actual service operations.

The Latest Trend in Generative AI, AI Agents! How to Stay Ahead with Cursor, which handles all development tasks, and MCP, which expands functionality!

Do you still code directly these days? Now is the era where even vibe coding is too much hassle! Become an AI automation expert with n8n without coding. A practical automation workflow design guide you can apply immediately at work Action-oriented automation strategies that maximize work efficiency. Build intuitive workflows with n8n and experience workplace innovation

No development knowledge needed! Create your own automation system with just a few clicks.

Now is an era where anyone can create services without coding. Selfish Club crew members implemented services for actual use with only the essential features needed within 3 weeks. These are cases where crew members who don't know how to code directly created services to solve problems using only natural language prompts. Vibe coding is no longer an unfamiliar concept! We're sharing real cases of 'what actual problems can be solved through coding' with everyone through actual examples!

🔥 Vibe Coding with Streamlit 🔥 Real-time coding experience where you can instantly create your own web service with just one line of code! Visual-focused, hands-on lectures tailored to MZ sensibilities - no complex backend knowledge required. Learn the basics of Streamlit and awaken your development instincts by directly implementing practical apps. Complete your own "personal service" with code in a vibe way right now 😎💻

Daily repetitive tasks like organizing emails, writing reports, and summarizing data... Do humans really need to do these manually? Does ChatGPT feel like it's just for chatting, and does automation seem too difficult? But even without coding, you can build practical automations in just 1 hour. This is a practical course designed to help non-developers automate workflows and reduce repetitive daily tasks using n8n and AI. By following along, you will create automation workflows that can be applied at work immediately. We've cut out the fluff and included only what you truly need. You will experience a transformation in the way you work, starting today.

3 projects that compress 20 carefully selected concepts will build 80% of your n8n skills.

This sharing session is prepared for those who have some understanding of automation or n8n, or have experience trying it out. It contains the actual problems and solutions that Selfish Club encountered while building DB and CRM automation using n8n, so it's recommended for those who are considering implementing n8n automation but are wondering how to get started.

ChatGPT: How Far? Series, Stock auto-trading app & web inv. report creation!

Repetitive tasks like organizing Excel files, sending emails, and classifying receipts… Are you still doing them manually? Now, leave those tasks to n8n and AI, And you, focus on more important work. This course utilizes n8n, a tool that enables business automation without coding, And is designed so that anyone can follow along and immediately apply it to their work. In just 1 hour, we'll directly implement automation from A to Z. Instead of a long 10-hour lecture, only the truly essential core! To save your time, we'll only provide practical, workflow-centric knowledge.

Automate Creating YouTube Shorts with AI!! Learn from scratch how to automatically create YouTube Shorts with n8n. Build a complete workflow that runs from text→image/music→video creation→upload all at once. Practice distinguishing between test mode/production mode and tips for saving costs. Complete 3 ready-to-use automation templates by the end of the course. Learn step-by-step from node placement so you can follow along even without coding knowledge. Let's automate AI YouTube Shorts production together!