March 2022
Exploring Titanic Database
Titanic - Machine Learning from Disaster. Predict survival on the Titanic and get familiar with ML basics
Titanic dataset and summarize the main information
Titanic dataset and summarize the main information
Titanic - Machine Learning from Disaster. Predict survival on the Titanic and get familiar with ML basics
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Quick Notes for AWS SAA-C03 exam
A comprehensive, interactive study companion for the AWS Solutions Architect Associate (SAA-C03) exam. Covers all 4 exam domains with a cheat sheet, deep-dive notes, 60 practice questions, interactive architecture diagrams, and a dedicated VPC guide — all in one dark-themed web app.
First Hetzner VPS
First time renting and operating a real VPS, then growing it into a small personal lab: Hetzner as the always-on box, an old laptop on Debian as homelab, Tailscale + Termius for remote access, Ollama & Goose for local LLMs, reverse SSH / autossh / code-server to reach a MacBook through the VPS, Caddy (not nginx), Claude Code on the server, and openclaw powering PoketBot on Telegram — plus monitoring and subdomains on amrhnshh.com. Still learning CLI and server-side ops while vibe-coding.
Canopy
An agent situation-room: a panel of AI leads debates a call across your projects, then you approve it. Bounded, mediated, human-approved.