Choose a practical project and start your AI development journey.
No coding required! Learn to set up rich menus and auto-replies. Build bots for friends and earn monthly maintenance fees.
Make visitors want to buy! From Lead Magnets and interactive quizzes to advanced typewriter effects, build high-converting modern SaaS websites.
Stop being a code monkey! Learn how to package your projects as "Solutions" and master the SaaS profit model of a one-person tech company.
Painless start! Build a mental model of frontend, backend, and databases from scratch, and learn basic loops, conditionals, and Vibe Coding prompt techniques.
What to do when AI gets stuck? The art of breaking and restarting! Learn to read Terminal errors, use .cursorrules, and write precise Prompts to guide AI to fix bugs.
No memorizing commands! Learn to use Cursor GUI for version control and build a GitHub profile that lands you jobs.
Replace Zapier for free! Write scripts to auto-calculate salaries, send payslips, and set up Triggers for a fully automated system.
Write headless crawlers with Playwright, analyze competitors with Pandas, and feed it to LLMs to generate business reports and auto-email your boss.
Understand what the backend is doing! Learn HTTP Methods, status codes, JWT Tokens, and generate Mock APIs with one click using Cursor.
Stop storing data in Excel! Learn Table design, Join queries, password hashing, and RLS security protection.
Use Vibe Prompts to instantly switch between corporate, Japanese, or cyberpunk styles. Add Framer Motion animations to build a million-dollar website.
Master the modern frontend king! Understand Server Components, folder routing, and build full-stack SEO-perfect websites.
Let the world see your work! Painlessly deploy Next.js projects to the cloud and bind your custom domain.
Build a super enterprise brain! Learn Vector DBs and document chunking, letting AI accurately answer questions based on private company documents.
Cost nothing! Learn Linux Crontab, cron-job.org, GitHub Actions, and Vercel Cron Jobs to build 24/7 automated tasks.
No hardcoding! Use Vibe Coding to guide AI to write powerful Playwright crawlers. Implement real estate/stock monitors and push to Line to build your automated cash machine!
No complex math needed. Use Vibe Coding and Scikit-Learn to train real estate prediction and customer churn AI models, giving your system super predictive powers!
Learn Netflix and Shopee’s profit secrets! From Content-Based to Collaborative Filtering, use Vibe Coding to build exclusive movie and product recommendation engines.
Start from OpenAI API, learn System Prompts to give AI personalities, implement RAG so AI reads private docs, and connect it as your exclusive Line chatbot!
Fetch historical stock data in Python, calculate technical indicators (MA, MACD), backtest strategies, and use Prophet for price prediction to build an auto-trading system!
The easiest micro-SaaS to monetize! Develop browser-parasitic plugins like Grammarly or AdBlock, publish on Chrome Web Store, and collect subscriptions.
Offload heavy AI computing! Build independent microservice APIs using FastAPI, the fastest Python framework, and perfectly connect it with Next.js frontend and DB.
Freelance essential! Integrate Auth.js (NextAuth v5) from scratch, combine with Supabase to build a member console with Google, GitHub, and Line login.
Say goodbye to lag! Use Supabase Realtime for streaming AI chat outputs, typewriter effects, and history caching to enhance real product UX.
Kill three birds with one stone! Turn your web tech skills into native iOS and Android apps. Publish on App Store and Google Play for passive income!
Do business globally! Integrate Stripe, supporting Apple Pay, Google Pay, and credit cards worldwide. Source code included to sell globally!
Built it but no one buys? Learn SEO ranking, GA4 traffic tracking, and automated payment unlocking so your system prints money 24/7.
Build a modern full-stack website that takes orders 24/7. Source code included to instantly take freelance jobs for $1500+ per project.
Master PostGIS spatial databases. Commercial source code included! Build ramen maps, real estate finders, or EV charging locators for clients.
The ultimate clock-in tool for SMB owners! Sell this system as your own product, building dashboards with charts and Excel exports.
FastAPI practical course. Ditch physical clock-in machines, use this commercial source code to charge clients $70/month subscription fee.
Super employees you don't have to pay! Get the full AI source code to build automated posting bots for marketing agencies. Become a high-paid AI architect.
Turn knowledge in your brain into an ATM! Get the source code for this highly-valued SaaS platform with member roles and payments, and start selling your own courses tomorrow!
Learn container deployment, scaling, and cloud orchestration. Build production-ready apps with Docker and Kubernetes in real business environments.
Build blockchain-enabled financial dApps, staking, and yield strategies. Discover how to create decentralized applications for modern crypto products.
From BFS/DFS to Dijkstra and A* search — master graph algorithms to solve navigation and pathfinding problems. Build map navigation, maze solvers, and game AI!
Use Google OR-Tools to solve classic bin packing and job scheduling problems. Master CP-SAT modeling to auto-optimize resource allocation!
Solve vehicle routing with capacity constraints, time windows, and multi-fleet using OR-Tools Routing. Build delivery route optimizers and logistics systems!
Use Python PuLP and OR-Tools CP-SAT to solve staff scheduling, resource allocation, and production planning. Turn complex business constraints into math models!
Use Bloom Filters, HyperLogLog, FAISS, and other efficient data structures for sublinear approximate computation and similarity search in big data scenarios!
Master DP with Vibe Coding! From Knapsack to LCS, Edit Distance — let AI derive recurrence relations for you and solve optimal substructure problems with ease.
Kruskal, Prim, Huffman, Set Cover — implement greedy strategies with Vibe Coding. Let AI write Minimum Spanning Tree and scheduling algorithms for you!
When exact solutions are too slow, use metaheuristics! Solve TSP, scheduling, and hyperparameter tuning with Simulated Annealing and Genetic Algorithms.
The soul of ML training! From Gradient Descent to Adam Optimizer — implement optimizers with Vibe Coding, understand learning rate, momentum, and decay.
Monte Carlo, Las Vegas, Randomized Quickselect — implement randomized algorithms with Vibe Coding. Let AI analyze probability and expected runtime!
Build a complete CI/CD pipeline with Vibe Coding! From GitHub Actions, automated testing, Docker build to auto-deploy — your code ships automatically on push.
Manage cloud infrastructure with Terraform! Use Vibe Coding to write declarative AWS/GCP resource configs. Version-controlled infrastructure, one-click deploy and destroy.
Learn web security with Vibe Coding! From XSS, SQL Injection, CSRF to OWASP Top 10 — let AI help you write secure code and fix vulnerabilities.
Master API security testing! JWT attacks, Rate Limiting, SQLi, IDOR — write pentesting scripts with Vibe Coding, find and fix API vulnerabilities.
From single container to multi-service architecture. Use Vibe Coding to write docker-compose.yml managing PostgreSQL, Redis, FastAPI, and Next.js.
Manage K8s packages with Helm, deploy Istio Service Mesh for traffic management. Write Charts with Vibe Coding!
Build AWS infrastructure with Vibe Coding: VPC, EC2, RDS, S3, CDK. One-click deploy complete cloud architecture.
AWS Lambda + API Gateway + DynamoDB. Build a fully serverless app with Vibe Coding — zero servers to manage!
Prometheus + Grafana + Loki + OpenTelemetry. Build a complete monitoring stack with Vibe Coding.
Git as single source of truth, ArgoCD auto-syncs K8s state. Declarative deployment with Vibe Coding!
SLI/SLO, Error Budgets, Incident Response. Design highly reliable systems with Vibe Coding.
AES, RSA, SHA, ECDSA. Implement encryption, decryption, and digital signatures with Vibe Coding.
WAF, IDS/IPS, DDoS protection. Build multi-layer network security architecture with Vibe Coding.
OAuth 2.0, OIDC, RBAC, ABAC. Build a complete auth system with Vibe Coding.
Shared Responsibility Model, Security Hub, CSPM. Secure your cloud with Vibe Coding.
SAST, DAST, SCA in CI/CD pipeline. Build a secure software delivery lifecycle with Vibe Coding.
Burp Suite, Metasploit, OSINT. Automate pentesting workflows with Vibe Coding.
GDPR, ISO 27001, PCI DSS. Build compliance checklists and automated audits with Vibe Coding.
作業系統、網路基礎、資料結構概論，用 Vibe Coding 理解電腦運作原理。
VSCode、Terminal、Git、AI 工具鏈——用 Vibe Coding 打造你的高效開發環境。
選擇權定價模型、希臘字母、組合策略，用 Vibe Coding 實作選擇權交易系統。