SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

Experience SANS training through course previews.
Learn MoreLet us help.
Contact usBecome a member for instant access to our free resources.
Sign UpWe're here to help.
Contact UsWith 35+ years of unrivaled expertise, SANS delivers top-tier training, certifications, degrees, and events led by the world's most distinguished cyber experts, ensuring practitioners and the organizations they protect keep pace with evolving threats.
Wednesday, April 30, 4:20 p.m. PT | Moscone West Keynote One of the biggest highlights of the RSAC Conference each year is SANS' authoritative briefing on The Five Most Dangerous New Attack Techniques...and What to Do for Each. Don't miss the opportunity to hear about the emerging threats lurking around the corner and how you can protect yourself and your organization.
Panelists: Ed Skoudis, Heather Mahalik Barnhart, Tim Conway, Joshua Wright, Rob T. Lee
Choose from over 70+ hands-on courses covering all skill paths and experience levels.
Find TrainingGain real-world experience without real-world risk. Explore hands-on cyber ranges for individuals and teams.
Explore RangesGIAC Certifications provide the highest and most rigorous assurance of cyber security knowledge and skill available to industry, government, and military clients worldwide.
Get CertifiedWhether you're new to cybersecurity or a seasoned InfoSec professional, SANS.edu provides specialized degree programs to advance your skills while helping to meet the critical needs of the U.S. government, industry, academia, and research.
Earn a DegreeSANS partners with leading enterprises, government organizations, and institutions across the globe to develop the highest-performing cybersecurity teams.
Develop My TeamEstablish a clear and measurable security awareness vision and culture charter, from top to bottom, to reduce human risk.
Change User BehaviorRefine your ability to lead high-performing security teams, effectively communicate with business leadership, and align security plans with business objectives.
Learn MoreThe 2025 Cybersecurity Research Report - Available May 1 Discover key insights on how HR and Cybersecurity Managers can work together to successfully build and retain high-performing cybersecurity teams. Access insight around:
Ransomware isn’t going away in 2025, in fact, it’s getting more efficient, targeted, and disruptive, especially for operational technology (OT) environments. If your organization is running critical infrastructure or has industrial environments, you’re already in the crosshairs. In the A Simple Framework for OT Ransomware Preparation white paper, SANS Instructor Lesley Carhart lays out a practical, action-oriented approach for organizations looking to build or refine ransomware response playbooks tailored to OT. The key message? Preparation matters. And in the OT world, a lack of preparation can have real-world consequences.
BloodHound is as a tool allowing for the analysis of AD rights and relations, focusing on the ones that an attacker may abuse.
Country Governments
Fortune 500 Companies
Cybersecurity Practitioners
Certifications Granted by GIAC