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SANS Institute
Cybersecurity training company offering live and OnDemand technical courses, including a catalog of AI security courses tied to GIAC certifications.
Official website ↗SANS SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity ProfessionalsSANS InstituteYou write Python to pull and clean security data, then build clustering, random forest, neural network and autoencoder models that classify protocols, flag malware and find anomalies in logs and network traffic.Training$8,7806 daysSANS SEC545: GenAI and LLM Application SecuritySANS InstituteYou learn how GenAI apps and agents are built and attacked, then practice securing agent protocols such as MCP, hardening model hosting and pipelines, threat modeling AI, and using AI during incident investigations.Training$8,2605 daysSANS SEC411: AI Security Principles and Practices: GenAI and LLM DefenseSANS InstituteYou learn how LLMs work and where they can be attacked, then practice defending them in labs on prompt injection, retrieval augmented generation and MCP connections before you deploy AI more widely.Training$2,9993 daysSANS FOR563: Applied AI for Digital Forensics and Incident Response: Leveraging Local Large Language ModelsSANS InstituteYou set up and tune a locally hosted LLM, then use it to analyze logs, JSON, mobile data and config files, query evidence in plain language and build forensic agents, without sending case data to the cloud.Training$9951 day