Automating Cybersecurity Operations with AI
Build AI-powered SOC automation for faster threat detection and response
Explore how AI can transform security operations by automating threat detection, alert triage, and incident response. You'll use Python and leading AI tools to build real-world SOC automation pipelines that streamline workflows and boost response speed.
Starweaver | Jun 2026 | 202 min
What You Will Learn
You'll work hands-on with Python, AI APIs, and real security data to build and test automation tools. Each section builds on the last, guiding you from AI basics to advanced SOC workflows. By the end, you'll integrate detection, triage, and response into a working AI-powered SOC platform.
Key Features
- Create AI-driven pipelines for phishing detection, anomaly analysis, and malware classification
- Automate alert triage and incident response using Python, APIs, and real security datasets
- Design deployable SOC workflows with RAG playbooks and production-ready automation
Target Audience
This course is ideal for cybersecurity professionals, SOC analysts, incident responders, and security engineers who already know Python and basic security workflows. If you want to automate detection, investigation, and response using AI and machine learning, you'll find practical skills and projects to advance your work.
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