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Every course is free and includes a certificate on completion. Each certificate has a unique ID that anyone can verify. Share it with employers to prove you have real hands-on skills.
Complete all lessons and labs in a course. The platform issues your certificate automatically. Link it on your resume, LinkedIn, or portfolio. Hiring managers can verify it in one click.
See available coursesClassic SQL injection still shows up in real apps. Use Burp through MCP to send a proof payload, read the response, and confirm where user input reaches the query.
Not slides. Not videos. Interactive lessons with embedded code blocks, real tool output, and inline quizzes. Everything lives in one place, from SIEM queries to debugger sessions.
Syntax-highlighted code with one-click copy. Real terminal and SIEM output rendered inline. Quizzes after every concept. Progress tracking across all courses so you always know where you left off.
Explore the curriculumEvery module includes labs where you investigate real scenarios, analyze evidence, and build working solutions. Find the hidden flag and submit it to prove you did the work. No honor system.
Investigate SIEM alerts, triage vulnerabilities, analyze PCAPs, build detection rules, write Python scripts, and harden configurations. Each lab has a flag you submit to verify completion.
Whether you are prepping for a certification exam, pivoting into security operations, or going deep on exploit development.
Build a multi-agent hacking harness with Cursor IDE. Rules, skills, MCP servers, and workflows that mirror a real engagement.
Heap internals, kernel exploitation, browser security, and hypervisor attacks. From usermode to ring-0.
Machine learning fundamentals, Hugging Face ecosystem, NLP, computer vision, and competition strategy. From EDA to ensembling and Kaggle deployment.
New courses get added as they are built. Check back for updates on cloud security, DFIR, and more.