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

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Contact UsJoin an energizing and focused event that blends deep technical learning with meaningful connections. Whether you're new to cybersecurity or leveling up your expertise, this event gives you face time with top-tier instructors and peers from across the industry. Add hands-on labs, interactive receptions, and bonus networking opportunities, and you have a transformative week that goes far beyond the classroom.
Whether you're refining your cybersecurity skill set or exploring cutting-edge solutions, you'll find the right course here. Explore tracks on:
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This is more than an event — it’s a deep dive into a supportive, distraction-free space built for growth and collaboration.
SANS creates a one-of-a-kind learning experience providing world-class training and fascinating opportunities to network and gain new perspectives from your peers!
The instruction at SANS is top-notch. I have been to several SANS training courses and they never disappoint. The instructors bring real life experiences and show the students how the material can be applied.
The labs are giving me a chance to see the course content first hand and interact with it. It's doing a good job of letting me play with it and really seeing how the tools and methodologies work.
SANS training keeps individuals up-to-date with relevant cyber security information. I can now apply the skills learned towards further maturing my program.
Hear from SANS expert instructors, during our SANS@Night talks for the latest techniques.
Learn moreMix and mingle with classmates while enjoying breakfast and fresh coffee.
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2 Free practice tests when you add a certification exam attempt to your course. Available for select courses below.
Add 4 months of OnDemand access to your course purchase. Only available for courses with an OnDemand option.
Aaron is a Senior Security Consultant at Cypress Data Defense and teaches SANS SEC542: Web App Penetration Testing and Ethical Hacking, and SEC588: Cloud Penetration Testing.
Learn moreBryce provides highly specialized ethical hacking and cyber security consulting services to clients around the world and teaches thousands of cyber security professionals how to defend against advanced adversaries.
Learn moreEric is a co-founder and principal security engineer at Puma Security focusing on modern static analysis product development and DevSecOps automation. He is co-author and instructor for three SANS Cloud Security courses.
Learn moreDon Murdoch, GSE, MSISE, MBA has over 20 years of IT and InfoSec experience across several disciplines. His experience with SANS includes GCIH grader, Advisory Board member, and courseware developer.
Learn morePaul has spent over 22 years in Shell in various security roles including network operations, risk governance and compliance, audit, incident management, forensics, pen testing and project management. He holds a B.SC degree in Computer Science.
Learn moreIn his 20+ years of experience, Mark Williams has worked in public and private sectors in the Americas, Canada, and Europe in the fields of security, compliance, and management.
Learn moreNetwork and collaborate with cybersecurity professionals.
Daily required course training hours throughout the week.
Join hands-on sessions solving real-world security issues.
Start your SANS Raleigh 2025 experience on a high note at our Welcome Reception. Meet and mingle with fellow attendees, instructors, and SANS team members from both the Federal and Enterprise sectors. This relaxed, informal gathering is the perfect opportunity to build connections, exchange insights, and set the tone for an engaging and impactful week. Enjoy complimentary beverages (including adult options) and light refreshments as we come together to celebrate the kickoff of one of the premier cybersecurity events in Raleigh.
Continue your Day 2 with great conversation and great food. Whether you're looking to build your network or simply enjoy a relaxed start to the day, we invite you to join us before class. Complimentary lunch and coffee will be provided.
Join us for a special "Community Night" reception at SANS Raleigh 2025. This gathering is open to all cybersecurity professionals and designed to foster connections across the entire spectrum of our community—from newcomers to seasoned experts. Celebrate the enduring spirit of learning and collaboration that defines the SANS community.
Join top cyber leaders from the Research Triangle for an engaging keynote panel hosted by SANS Instructor Eric Johnson. Featuring Eric Baldwin of MetLife and Naveen Sanku of Cisco, the discussion will explore critical topics shaping the future of cybersecurity.
Presented by
Eric Johnson
Fellow
The integration of AI in penetration testing promises to revolutionize cybersecurity assessments. Machine learning algorithms will automate vulnerability discovery, enabling real-time identification and exploitation of security weaknesses.
AI-powered tools will adapt to evolving threat landscapes, learning from each engagement to improve accuracy and coverage. While human expertise remains crucial for strategic decisions and complex scenarios, AI assistants will enhance testing efficiency, provide deeper insights into system vulnerabilities, and help organizations maintain stronger security postures.
Presented by
Aaron Cure
Principal Instructor
A special discounted rate of $155.00 S/D plus applicable taxes will be honored based on space availability.
A limited number of Government Per Diem rooms at the prevailing rate are available with proper ID.
These rates include Internet in your room and are only available through Sunday, August 31, 2025 at 11:59PM. After the cutoff date, if you would like to make a reservation at the host venue, please email kbaruch@sans.org.
Overnight parking is discounted to $2.00 per night for SANS attendees who book through the link below (includes in and out privileges).
Eliminate the hassle of daily commutes and wasted travel time. You’ll have everything you need—from your training to dining and amenities - all in one centralized, convenient location.
Stay where the action is! Maximize your chances to connect with fellow cybersecurity professionals and industry leaders - from impromptu conversations in the lobby to exclusive after-hours events.
SANS live training events include bonus sessions exclusively at the venue. Staying on-site ensures you won’t miss these opportunities to grow your network and engage with peers beyond the conference agenda.
The hotel is located a mile from North Hills’ shops and dining and offers a free shuttle there and to Holly Park and Duke Raleigh Hospital. Downtown, the North Carolina State Capitol, and the North Carolina Museum of Natural Sciences are within five miles. Raleigh-Durham International Airport is 14 miles away. Enjoy the indoor pool, fitness center, and free WiFi.
- Self-Parking: $8.00 daily (includes in and out privileges) - Valet Parking: Unavailable - Overnight parking is discounted to $2.00 per night for SANS attendees (includes in and out privileges). Rates listed are prevailing and subject to change. Alternative Parking Options - SANS recommends researching nearby parking facilities for more affordable options. Some popular parking apps that can help you locate and reserve space during your training are SpotHero, ParkMobile, and ParkWhiz Distances from Nearby Airports - Raleigh-Durham International Airport (RDU): Approximately 14 miles.
Unlock Hilton Gold Status with staying 8 nights in a 90-day period. Did you know by staying just 8 nights in a 90-day period with Hilton, you can status match your current loyalty program to Hilton Gold Status? Hilton Gold Status provides exclusive perks such as a daily food and beverage credit, premium internet access, potential room upgrades based on availability, and many more benefits.
The discount ranges from 1% - 10% depending on the origin airport. When making the flight reservation, use the code - 'ZQ33173387'. Please Note: This discount applies to flights with United Airlines and other codeshare airlines and does not apply to basic economy fares. Call the United Meetings Reservation Desk at (800) 426-1122 for booking assistance.
Delta Air Lines is pleased to offer special flight discounts for SANS Institute customers! Depending on fare type, domestic discounts range from 2- 10%. Use Meeting Event Code 'NM47F' during booking. You may also call Delta Meeting Network® at 1.800.328.1111* Monday-Friday, 8:00 a.m.- 6:30 p.m. (EST) *Please note there is not a service fee for reservations booked and ticketed via the reservation 800 number. Discounts valid on Delta and applicable Codeshare flights.