SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
SEC595Cyber Defense
SANS Community Benefits
Connect, learn, and share with other cybersecurity professionals
XDR Doesn't Exist Without NDR
XDR Doesn't Exist Without NDR (PDF, 2.08MB)Published: 06 Jan, 2023
Meet the expert
Related courses
- Slide 1 of 20
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 20
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 20
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 20
SEC402: Cybersecurity Writing: Hack the Reader
Essentials SEC402Digital Forensics and Incident Response
- 12 CPEs / 12 Hours (Self-Paced)
- Slide 5 of 20
FOR589: Cybercrime Investigations
Major UpdatesIntermediate FOR589Digital Forensics and Incident Response
- 5 Days (Instructor-Led)
- 30 CPEs / 30 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 6 of 20
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 7 of 20
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 8 of 20
SEC450: SOC Analyst Training – Applied Skills for Cyber Defense Operations
Intermediate SEC450Cyber Defense
- GIAC Security Operations Certified (GSOC)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 9 of 20
FOR585: Smartphone Forensic Analysis In-Depth
Major UpdatesEssentials FOR585Digital Forensics and Incident Response
- GIAC Advanced Smartphone Forensics (GASF)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 22 Hands-On Labs
- Slide 10 of 20
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 11 of 20
SEC587: Advanced Open-Source Intelligence (OSINT) Gathering and Analysis
Advanced SEC587Cyber Defense
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 28 Hands-On Labs
- Slide 12 of 20
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 13 of 20
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 14 of 20
FOR608: Enterprise-Class Incident Response & Threat Hunting
Intermediate FOR608Digital Forensics and Incident Response
- GIAC Enterprise Incident Responder (GEIR)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 15 of 20
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 16 of 20
FOR518: Mac and iOS Forensic Analysis and Incident Response
Intermediate FOR518Digital Forensics and Incident Response
- GIAC iOS and macOS Examiner (GIME)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 23 Hands-On Labs
- Slide 17 of 20
FOR508: Advanced Incident Response, Threat Hunting, and Digital Forensics
Intermediate FOR508Digital Forensics and Incident Response
- GIAC Certified Forensic Analyst (GCFA)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 35 Hands-On Labs
- Slide 18 of 20
FOR610: Reverse-Engineering Malware: Malware Analysis Tools and Techniques
Advanced FOR610Digital Forensics and Incident Response
- GIAC Reverse Engineering Malware (GREM)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 48 Hands-On Labs
- Slide 19 of 20
FOR578: Cyber Threat Intelligence
Intermediate FOR578Digital Forensics and Incident Response
- GIAC Cyber Threat Intelligence (GCTI)
- 6 Days (Instructor-Led)
- 36 CPEs / 36 Hours (Self-Paced)
- Labs: 20 Hands-On Labs
- Slide 20 of 20
SEC495: Leveraging LLMs: Building & Securing RAG, Contextual RAG, and Agentic RAG
Essentials SEC495Cyber Defense- 7 CPEs / 7 Hours (Self-Paced)