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.

Free Cybersecurity tutorials for beginners with 351 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

🚀 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.

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

Hands-on Kubernetes labs: Pods → ReplicaSets → Deployments. Learn by doing, contribute solutions, help others!

Training datasets, CTF platforms, digital investigation exercises, and cyber labs for CTI analysts, DFIR practitioners, SOC analysts, and educators.

Labs and howtos for educators

Practical cloud security implementations and hands-on labs for AWS, Azure, and GCP

Comprehensive Kubernetes Zero to Hero course for corporate professionals in Telco, BFSI, and Cloud domains. Complete hands-on training from Git basics to production K8s deployments.

Hands-on labs for learning Dev Containers and Next.js with VS Code — isolated, reproducible, and beginner-friendly.

My cybersecurity learning journey :

Intentionally broken AWS scenarios for hands-on troubleshooting using real cloud support workflows. Focused on logs, metrics, root cause analysis, remediation, and prevention — not tutorials or guided labs.

AWS Cloud Support & DevOps portfolio showcasing hands-on labs, VPC/EC2/Terraform projects, Lambda automation, and cloud troubleshooting expertise.

🛡️ Explore hands-on cyber training resources for SOC analysts, DFIR responders, and security researchers to enhance skills and knowledge effectively.