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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 Security West 2026

  • Mon, May 11 - Sat, May 16, 2026
  • 35 Courses
  • 2 NetWars Tournaments
  • English
Manchester Grand Hyatt & Virtual (PT)
1 Market Place, San Diego, CA 92101
San Diego, Harbor
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Cybersecurity Accelerated: Master a Year’s Skills in Just Six Days

Fast-track your success with an intensive week of top-tier training at SANS Security West 2026. Whether you're just starting or sharpening advanced skills, this event is built to elevate your expertise with hands-on labs, real-world techniques, and guidance from some of the best minds in cybersecurity. You'll leave not just better prepared but armed with certifications that set you apart. 

In a field that never stands still, staying ahead is more than important—it’s a necessity. This is more than just training; it’s your chance to transform your career, deepen your knowledge, and connect with a network of industry leaders who share your passion for growth and innovation. 

SANS Live Training: Arrive Curious. Leave Invincible.

Innovative Courses, Industry-Leading Instructors

Choose from over 40 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
Slide 1 of 0
Early Bird Offer

Save $500 USD using the code "EarlyBirdWest" and pay for any 4-6 day course (excluding Beta Courses and 300 Level Courses) by April 16, 2026.

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

Nik Alleyne

Nik Alleyne

Director of Business Development

Nik Alleyne, SANS Principal Instructor, heads security operations at an MSSP, teaches SEC503/SEC504/SEC595, authored Hack and Detect, and empowers defenders with AI, detection, and mentorship.

Learn more
Eric Conrad

Eric Conrad

President

Eric Conrad, a SANS Faculty Fellow and course author, has 28 years of information security experience. Eric is the CTO of Backshore Communications and his specialties include Intrusion Detection, Threat Hunting, and Penetration Testing.

Learn more
Conan Beach

Conan Beach

Special Agent

Conan Beach has transformed cybercrime investigations by pioneering undercover operations targeting dark web markets, cryptocurrency laundering, and ransomware syndicates, leading to landmark indictments and the dismantling of illicit networks.

Learn more
Eric Johnson

Eric Johnson

Principal Security Engineer

Eric is a co-founder and principal security engineer at Puma Security, focusing on cloud security, Kubernetes, and DevSecOps automation. A SANS Fellow, he is co-author and instructor for three SANS Cloud Security courses.

Learn more
Dr. Johannes Ullrich

Dr. Johannes Ullrich

Dean Of Research

Dr. Johannes Ullrich is the Dean of Research for SANS Technology Institute, a SANS Faculty Fellow, and founder of the Internet Storm Center (DShield.org) which provides a free analysis and warning service to thousands of Internet users and organizations.

Learn more
Lenny Zeltser

Lenny Zeltser

CISO

Lenny Zeltser, CISO at Axonius, is a leader in developing resilient security programs. His invaluable tools, like REMnux, a widely used Linux distribution for malware analysis, have become industry standards in combating malicious software.

Learn more

Schedule

Workshops

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

Bonus Session

Engage in extra learning and activities during SANS events.

NetWars Tournaments

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

Manchester Grand Hyatt

Hotel Special Rates & Reservations

A special discounted rate of $287.00 S/D plus applicable taxes will be honored based on space availability. When booking through the links below, the $42 daily resort fee will be waived, and inclusions do not apply.

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 Friday, April 17, 2026.

Book A Regular ReservationBook A Government Per Diem Reservation
San Diego, Manchester Grand Hyatt

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

Manchester Grand Hyatt

Explore Southern California’s vibrant culture and natural beauty from this waterfront hotel in downtown San Diego. Unwind in spacious hotel rooms featuring stunning views and appointed with upscale amenities. Located steps from the city’s top attractions, like Petco Park and the San Diego Convention Center, guests enjoy easy access to all things San Diego, including the region’s best beaches, the local restaurant scene, Seaport Village and various entertainment venues.

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Venue Parking Details

- Self-Parking: $45.00 daily - Valet Parking: $65.00 daily 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 - San Diego International Airport (SAN): Approximately 3.4 miles.

Travel Arrangements and Parking
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Save On United Flights To SANS Events

We are pleased to partner with United Airlines for air travel to our upcoming event. To make flight reservations online please book below and use discount code ZR8A247885. You may also call United Meetings Reservation Desk Monday – Friday at (800) 426-1122 for booking assistance. Booking fees are waived for Meeting reservations. International customers may contact their local United Reservation Desk.

United
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Save on Delta Flights to SANS Events

Delta Air Lines is pleased to offer special discounts for SANS Institute! You may also call Conferences and Events® at 1.800.328.1111* Monday–Friday, 8:00 a.m. – 6:30 p.m. (EST) and refer to Meeting Event Code ‘NM4QS’. *Please note there is not a service fee for reservations booked and ticketed via our reservation 800 number.

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