Ethical Hacking Course: Web Application Penetration Testing

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.

Cyber Security Course: Foundations of System & Network Security

Learn to secure systems from the attacker's point of view: how vulnerabilities are found, exploited, and then closed. Live Zoom class for IT staff, network administrators, and computer science students. This Cyber Security course is also available as Cyber Security training or in-house Cyber Security training for companies.