Event

FREE data + AI knowledge sessions to help each others and learn from each other

Session 2: Cloud Infrastructure — AWS, GCP, Snowflake & Vibe-Coding Your Infra
Practical infrastructure for personal projects and small teams. Compute, storage, databases, cost control — and how AI writes your Terraform and Docker configs now.
Demo (~15 min): SSH into EC2 — systemd, Docker Postgres, Nginx, SSL. GCP console: BigQuery, billing. Snowflake: sample warehouse, time travel. Run Ollama locally — compare vs cloud API.
AI Hands-on (~15 min): Live vibe-coding: use Claude Code to generate a Dockerfile + docker-compose.yaml for a Postgres + FastAPI setup. Show the AI reading requirements, writing config, fixing errors. Audience follows along or suggests changes.
Open Floor (~20 min): What cloud do you use and why? Any job opportunny to share

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| Session | Special Topic | AI Component |
| ------- | ------------- | ------------ |
| 1 | Data & AI Ecosystem overview | First prompt challenge — everyone builds something |
| 2 | Cloud Infrastructure (AWS/GCP/Snowflake) | Vibe-code a Dockerfile + docker-compose with AI |
| 3 | Data Pipelines & Quality | AI anomaly detection on messy data |
| 4 | Analytics & BI | Text-to-SQL — ask your database in English |
| 5 | ML Evaluation & Backtesting | AI as model critic — "what's wrong with my eval?" |
| 6 | LLMs Deep Dive | Live model shootout — 4 models, same prompt, group scores |
| 7 | AI Agents — Tools, RAG, Memory | Vibe-code a working agent together |
| 8 | Multi-Agent Systems | Group design exercise — sketch a multi-agent for your problem |
| 9 | Vibe Coding Deep Dive | Build a complete feature live with AI |
| 10 | Show-and-Tell & Opportunities | Community demos + jobs + what's next |