hands-on-labs

Build AI-powered security tools. 50+ hands-on labs covering ML, LLMs, RAG, threat detection, DFIR, and red teaming. Includes Colab notebooks, Docker environment, and CTF challenges.

Curso completo de Segurança Cibernética com conteúdos gratuitos em português.

🚀 DevOps core course — 18 hands-on labs building a real service from Docker and CI/CD through Kubernetes, Helm, GitOps with ArgoCD, Argo Rollouts, observability (Prometheus/Grafana/Loki), Terraform, Ansible, secrets management, and Nix reproducible builds.

🚀 DevOps intro elective — 10 hands-on labs + 2 bonus building QuickNotes end-to-end: Git internals, CI/CD with GitHub Actions, OS & networking, Vagrant VMs, Docker, Ansible, golden-signal monitoring, Trivy + ZAP scanning, and free-tier cloud deployment.

🚀 DevSecOps intro elective — 10 hands-on labs + 2 bonus hardening OWASP Juice Shop: threat modeling (STRIDE/Threagile), signed commits & secret scanning, SBOM/SCA, SAST + DAST, IaC security (Checkov/KICS), container & supply-chain hardening (Trivy, Cosign), runtime detection with Falco, and DefectDojo vuln management.

Local LLM·RAG·AI Agent·바이브 코딩을 개념부터 실습과 검증까지 다루는 학습 자료

🚀 SRE intro elective — 10 hands-on labs + 2 bonus operating QuickTicket microservices: SLO-driven observability (Prometheus/Grafana/Loki/Tempo), Kubernetes, GitOps with ArgoCD, alerting & incident response, progressive delivery with Argo Rollouts, chaos engineering, and DB reliability.

Role-based Alibaba Cloud blueprints with learning paths, labs, projects, diagrams, certification prep, interview guides, and enterprise architecture templates.

🚀 Complete AWS learning path for beginners - 45K+ community resource with hands-on labs, workshops, and certification guides

🧑‍💻 Academic-Labs-Collection is a growing repository of academic lab projects, including cryptography, machine learning, statistics, number theory, and algorithms. Designed for students and educators, it provides organized resources and code samples, with plans for continuous expansion and new lab additions.

ESP32 Laboratories for RED/BLUE Games

Master the DevOps essentials: Linux administration + Kubernetes Pod management. Lab-focused tutorials with real-world troubleshooting scenarios.

Open-source, offline-first certification practice simulator. Original questions, guided hands-on labs, official references, no exam dumps.

Hands-on technology workshops for enterprise teams covering Data Engineering, Databricks, Snowflake, AWS, DevOps, Cloud, GenAI, AI Agents and LLMOps.

Agentic Engineering Worksheet — a trace-first handbook with labs, tiered Q&A

🤖 Test and secure AI systems with advanced techniques for Large Language Models, including jailbreaks and automated vulnerability scanners.

Containerization_101-Docker-Labs is a hands-on Docker practice repository for Web, ML, and Cyber students. It contains small, domain-focused labs to learn Dockerfiles, image building, containers, and multi-container workflows through real, beginner-friendly projects.

Post-Quantum PKI educational demos — Trust the transition to quantum-safe cryptography

WSQ - CompTIA Certified Linux+ Training (TGS-2024048316) — hands-on 2-day course for the CompTIA Linux+ XK0-006 (V8) exam: system management, services & users, security, automation & scripting, troubleshooting. 30 Killercoda labs, 2,181-slide deck, Lesson Plan & Learner Guide from a single-source pipeline.

Reusable hands-on technical trainings for DevOps, platform engineering, cloud infrastructure, automation, monitoring, and software development.