Cyber Security Course: Foundations of System & Network Security

IoT Network Intrusion Detection Course with Hybrid Autoencoder + XGBoost

Network security course with Python: the NSL-KDD dataset, traffic preprocessing, mutual information & PCA feature selection, Random Forest, XGBoost, autoencoders, a hybrid system for zero-day attacks, and a monitoring dashboard. 6 videos + PDF, ideal for theses and dissertations.

Ethical Hacking Course: Web Application Penetration Testing

Test web application security the same way an attacker would, then write a findings report the development team can act on. Live Zoom, hands-on practice in a legal lab. This Ethical Hacking course is also available as Ethical Hacking training or in-house Ethical Hacking training for companies.