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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® 2026

  • Mon, Dec 14 - Sat, Dec 19, 2026
  • 32 Courses
  • 1 NetWars Tournament
  • English
Grand Hyatt Washington & Virtual (ET)
1000 H Street NW, Washington D.C. 20001
Washington, DC, Washington Monument
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Cybersecurity Accelerated: Master a Year’s Skills in Just Six Days.

Elevate your cybersecurity skillset at SANS Cyber Defense Initiative® 2026! 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.

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
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Early Bird Offer

Save $900 USD using the code "EarlyBirdNA" and pay for any 4-6 day course (excluding Beta Courses and 300 Level Courses) by May 27, 2026.

Important Dates
Refund Deadline:
Hotel Group Discount Deadline:

Courses

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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.

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.

Grand Hyatt Washington

Hotel Special Rates and Reservations

A special discounted rate of $242.00 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.

There is a daily discounted destination fee of $10 per room, per day, plus applicable taxes. Destination fee includes high-speed wireless internet in guest rooms, access to 24hr fitness center, bottled water, and daily newspapers. Destination fee is waived for any Government per diem rooms. It will show up on the booking link but will be removed at check-in.

These rates are only available through Monday, November 23, 2026.

**Direct hotel booking links to be announced.

Washington DC, Grand Hyatt Washington

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

Grand Hyatt Washington

Stay in the center of downtown Washington, D.C., at this luxury hotel a few blocks from the Capital One Arena, National Mall, Smithsonian Museums, White House and Washington Monument. You'll enjoy newly renovated rooms and suites, exceptional service, and a direct connection to the city via the Metro Center station.

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Travel Arrangements and Directions

Venue Parking Details - Self-Parking: 4-10 hours: $20, 10-24 hours: $45 - Valet Parking: $75 per overnight Rates listed are prevailing and subject to change. Alternative Parking Options - SANS recommends researching nearby parking facilities for more options. Popular parking apps that can help you locate and reserve space during your training: SpotHero, ParkMobile, and ParkWhiz. Distance from Nearby Airports: - Ronald Reagan Washington National Airport (DCA): Approximately 3.6 miles - Dulles International Airport (IAD): Approximately 25.4 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.

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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.

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