SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
SEC595Cyber Defense, Artificial Intelligence
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
DNSSpoof
Last updated: 17 Jun, 2025
Author
Related Courses
- Slide 1 of 19
SEC275: Foundations: Computers, Technology, & Security
Beginner SEC275Cyber Defense
- GIAC Foundational Cybersecurity Technologies (GFACT)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 80 Hands-On Labs
- Slide 2 of 19
SEC503: Network Monitoring and Threat Detection In-Depth
Intermediate SEC503Cyber Defense
- GIAC Certified Intrusion Analyst (GCIA)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 37 Hands-On Labs
- Slide 3 of 19
SEC501: Advanced Security Essentials - Enterprise Defender
Intermediate SEC501Cyber Defense
- GIAC Certified Enterprise Defender (GCED)
- 6 Days (Instructor-Led)
- 38 CPEs / 38 Hours (Self-Paced)
- Labs: 25 Hands-On Labs
- Slide 4 of 19
SEC573: Automating Information Security with Python
Advanced SEC573Cyber Defense
- GIAC Python Coder (GPYC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 128 Hands-On Labs
- Slide 5 of 19
SEC497: Practical Open-Source Intelligence (OSINT)
Intermediate SEC497Cyber Defense
- GIAC Open Source Intelligence (GOSI)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 29 Hands-On Labs
- Slide 6 of 19
SEC450: SOC Analyst Training – Applied Skills for Cyber Defense Operations
Major UpdatesIntermediate SEC450Cyber Defense
- GIAC Security Operations Certified (GSOC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 7 of 19
SEC401J: Security Essentials - Network, Endpoint, and Cloud (Japanese)
Essentials SEC401JCyber Defense
- GIAC Security Essentials (GSEC)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 8 of 19
SEC587: Advanced Open-Source Intelligence (OSINT) Gathering and Analysis
Advanced SEC587Cyber Defense
- GIAC Strategic OSINT Analyst (GSOA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- Slide 9 of 19
SEC411: AI Security Principles and Practices: GenAI and LLM Defense
newAI-FOCUSEDIntermediate SEC411Cyber Defense, Artificial Intelligence
- 14 CPEs / 14 Hours (Self-Paced)
- Labs: 3 Hands-On Labs
- Slide 10 of 19
SEC511: Cybersecurity Engineering: Advanced Threat Detection and Monitoring
Intermediate SEC511Cyber Defense
- GIAC Continuous Monitoring Certification (GMON)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 18 Hands-On Labs
- Slide 11 of 19
SEC555: Detection Engineering and SIEM Analytics
Intermediate SEC555Cyber Defense
- GIAC Certified Detection Analyst (GCDA)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 18 Hands-On Labs
- Slide 12 of 19
SEC406: Linux Security for InfoSec Professionals
Essentials SEC406Cyber Defense- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 30 Hands-On Labs
- Slide 13 of 19
SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG
AI-FOCUSEDEssentials SEC495Cyber Defense, Artificial Intelligence
- 7 CPEs / 7 Hours (Self-Paced)
- Slide 14 of 19
SEC401: Security Essentials - Network, Endpoint, and Cloud
Essentials SEC401Cyber Defense
- GIAC Security Essentials (GSEC)
- 6 Days (Instructor-Led)
- 46 CPEs / 46 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 15 of 19
SEC673: Advanced Information Security Automation with Python
newAdvanced SEC673Cyber Defense
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 27 Hands-On Labs
- Slide 16 of 19
SEC547: Defending Product Supply Chains
newIntermediate SEC547Cyber Defense
- 18 CPEs / 18 Hours (Self-Paced)
- Labs: 13 Hands-On Labs
- Slide 17 of 19
SEC301: Introduction to Cyber Security
Beginner SEC301Cyber Defense- GIAC Information Security Fundamentals (GISF)
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 14 Hands-On Labs
- Slide 18 of 19
SEC530: Defensible Security Architecture and Engineering: Implementing Zero Trust for the Hybrid Enterprise
Intermediate SEC530Cyber Defense
- GIAC Defensible Security Architecture (GDSA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 24 Hands-On Labs
- Slide 19 of 19
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
AI-FOCUSEDAdvanced SEC595Cyber Defense, Artificial Intelligence- GIAC Machine Learning Engineer (GMLE)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 30 Hands-On Labs