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

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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SANS Cyber Defense Initiative® 2025

  • Fri, Dec 12 - Wed, Dec 17, 2025
  • 40 Courses
  • 1 NetWars Tournament
  • English
Washington Hilton & Virtual (ET)
1919 Connecticut Avenue, N.W., Washington D.C. 20009
Washington, DC, Lake and Pink Trees
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Cybersecurity Accelerated: Master a Year’s Skills in Just Six Days.

Elevate your cybersecurity skillset at SANS Cyber Defense Initiative® 2025! Dive into an exhilarating week of intensive, top-tier training designed to sharpen your skills, whether you're just starting out or advancing your expertise. Engage directly with leading minds in the field through hands-on labs and real-world techniques, and gain insights that only face-to-face interactions can offer.

Connect with SANS faculty, participate in expert-led talks, and networking events exclusively offered in-person, and join a community of peers who are just as passionate as you are. From networking events to community-building activities, you’ll enjoy all-access, in-person only benefits that foster memorable and lasting connections. 

SANS Live Training: Arrive Curious. Leave Invincible.

Innovative Courses, Industry-Leading Instructors

Choose from over 30 courses tailored for every practitioner, from foundational skills to cutting-edge innovations, that dive deep into topics like:

  • Incident Response
  • Hacker Tools and Techniques
  • ICS/SCADA Security Essentials
  • Cyber Threat Intelligence
  • AI/Machine Learning

and many more!

Plus, enjoy bonus after-class extras like hands-on workshops, expert-led talks, and networking events that extend value far beyond the classroom.

Your evolution begins here. Join SANS and transform your future.

Please Note: Starting in September 2025, SEC488 will transition to a 5-Day course with a remote CTF.

Students Say

  • Slide 1 of 4
    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!
    Justin E.U.S. Federal Agency
  • Slide 2 of 4
    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.
    Thomas SeckJohns Hopkins APL
  • Slide 3 of 4
    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.
    Ryan MoellerEureka Strategic Consulting
  • Slide 4 of 4
    SANS training keeps individuals up-to-date with relevant cyber security information. I can now apply the skills learned towards further maturing my program.
    Nicholas MarriottPfizer
Slide 1 of 0

Save $900 on any 4-6-day Course at CDI 2025

Join SANS in Washington, DC or virtually (ET) this December 12-17 and take $900 off the price of your training course when you register early. Stay ahead of the latest threats impacting your organization with up-to-the-minute techniques from the industry’s foremost expert instructors. Use code ‘CDI25_900’ at checkout.

Important Dates
Refund Deadline:
Hotel Group Discount Deadline:

Courses

Looking for Group Training? Contact Sales

GIAC Certification Exam Attempt

2 Free practice tests when you add a certification exam attempt to your course. Available for select courses below.

OnDemand Access

Add 4 months of OnDemand access to your course purchase. Only available for courses with an OnDemand option.

Netwars Tournaments

Free with purchase of a 4, 5 or 6 day in-person course. Instructions to confirm your spot will be shared on site.

Featured Speakers

Carlos Cajigas

Carlos Cajigas

Chief Technology Officer

Carlos Cajigas is a digital forensics and incident response (DFIR) professional with more than two decades of experience spanning both law enforcement and the private sector.

Learn more
Jon Gorenflo

Jon Gorenflo

Information Security Consultant

Jon Gorenflo has strengthened cybersecurity through leadership in pen testing, incident response, and security engineering. His dedication to mentoring and knowledge-sharing has empowered professionals and enhanced defenses industry-wide.

Learn more
Rich Greene

Rich Greene

Senior Solutions Engineer

Rich Greene, SANS Senior Solutions Engineer and SEC301 author, brings 20+ years of cyber operations and teaching experience to the classroom. With 15+ GIAC certifications and a passion for mentorship, he equips defenders with real-world confidence and skill.

Learn more
David Hoelzer

David Hoelzer

CEO

David Hoelzer has fundamentally advanced cybersecurity by pioneering the GIAC Security Expert (GSE) certification, leading AI-driven threat detection initiatives, and developing MAVIS, an open-source ML tool enhancing code review processes.

Learn more
My-Ngoc Nguyen

My-Ngoc Nguyen

CEO/Principal Consultant

My-Ngoc Nguyen is the CEO/Principal Consultant for Secured IT Solutions. She brings 25 years of experience in information systems and technology, with over 20 years focused on cyber security for both the government and commercial sectors.

Learn more
Bryan Simon

Bryan Simon

CEO

Bryan is a SANS Senior Instructor and author of SEC401. With 30+ years of cybersecurity experience and 22 GIAC certifications—including the prestigious GSE—he's trained professionals from the FBI, NATO, and the UN. He is the CEO of Xploit Security Inc.

Learn more

Schedule

Workshops

Join hands-on sessions solving real-world security issues.

NetWars Tournaments

Hands-on competitions to test and sharpen your cybersecurity skills.

Keynotes & Talks

Learn from industry leaders sharing key security insights.

Washington Hilton

Hotel Special Rates & Reservations

A special discounted rate of $222.00 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, complimentary access to the fitness center, and are only available through Tuesday, November 25, 2025. When booking through the links below, the $25 daily resort fee will be waived.

Book A Regular ReservationBook A Government Per Diem Reservation
Washington, DC: Hilton

3 Reasons To Stay At The Event Venue

  • Ultimate Convenience

    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.

  • Seamless Networking Opportunities

    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.

  • All Day, All Event Access

    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.

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Travel Information

Washington Hilton

Discover a contemporary urban retreat located in the heart of D.C.'s most desirable neighborhoods. Steeped in history, this hotel has hosted presidents, notable figures, and prestigious events since 1965. Enjoy a seasonal outdoor heated pool with spectacular views of the Washington Monument. Discover local flavors in four exceptional on-site dining venues.

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Venue Parking Details

- Self-Parking: $56.00 daily (includes in-and-out privileges for overnight guests staying at the hotel) - Valet Parking: Unavailable - Available self-parking is covered and secured with a maximum vehicle height of 6'2" 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 - Ronald Reagan Washington National Airport (DCA): Approximately 7.9 miles - Dulles International Airport (IAD): Approximately 29.0 miles - Baltimore-Washington International Airport (BWI): Approximately 33.9 miles

Travel Arrangements and Parking
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Save on United Flights To Live Events

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.

United
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Save on Delta Flights To Live Events

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.

Delta
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