AI for Cyber Security : Threat Detection, SOC Automation

The integration of Artificial Intelligence into cybersecurity is no longer a luxury but an absolute necessity to combat rapidly evolving digital threats. "AI for Cyber Security : Threat Detection, SOC Automation" by Selfcode Academy serves as a definitive guide for professionals looking to master these cutting-edge defensive technologies. This course demystifies how machine learning and deep learning models identify complex anomalies, detect malware, and preempt zero-day exploits. Students explore practical applications of automated threat hunting and learn to integrate AI-driven solutions into modern Security Operations Center (SOC) workflows. By utilizing advanced security platforms like CrowdStrike and Darktrace, learners gain hands-on insights into designing automated incident response playbooks. Crucially, the curriculum addresses not just the strengths of defensive AI, but also its limitations, challenges, and the adversarial threats posed by hackers leveraging AI themselves. Whether you are an aspiring SOC analyst, a seasoned network administrator, or a cybersecurity consultant, this comprehensive training equips you with the actionable knowledge needed to automate repetitive tasks, reduce response times, and fortify your enterprise's digital perimeter against modern cyber attacks.