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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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Welcome to the Ultimate Hub for Cybersecurity Excellence!

Discover the dynamic collaboration between SANS and PSEG, forging a powerful alliance to cultivate a robust cybersecurity culture. Our microsite provides an array of exceptional tools and resources, empowering you to stay ahead of ever-evolving threats. Explore an extensive range of training opportunities, dive into FAQs for expert insights, and elevate your skills through GIAC certifications and renewals. Embrace the future of cybersecurity and unlock endless possibilities with us.

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Explore this interactive training cybersecurity roadmap to find the right cybersecurity courses and cybersecurity certifications for your immediate cybersecurity skill development and for your long-term career goals. More than 80 courses deliver critical skills in the cyber defense operations, digital forensics, cloud security, offensive cyber operations, industrial control systems, and leadership practice areas of cybersecurity.

1. BASELINE SKILLS

2. FOCUS JOB ROLES

3. CRUCIAL SKILLS, SPECIALIZED ROLES

Core Techniques

Prevent, Defend, Maintain

5 Courses

Every Security Professional Should Know

Monitoring & Detection

Intrusion, Detection, Monitoring Over Time

2 Courses

Scan Packets & Networks

Cyber Defense Operations

Harden Specific Defenses

10 Courses

Target Areas

Other Advanced Defense Courses

Offensive Operations

Penetration Testing, Offensive Security

3 Courses

Every Offensive Professional Should Know

Specialized Offensive Operations

Focused Offensive Techniques

13 Courses

Pen Testing & Cloud

Specialized Penetration Testing

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Purple Team

Incident Response & Threat Hunting

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6 Courses

Forensics Professionals Focused on Endpoints

Forensics Professionals Focused on Networks

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8 Courses

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Malware Analysis & Threat Intelligence

Forensics & Media Exploitation

Cloud Security

Design, Secure, Prevent, Defend & Detect

10 Courses

Cloud Security Practitioners Should Know

Industrial Control Systems

Defend Critical Infrastructure

6 Courses

ICS Security Professionals Need

ICS Security Managers Need

NERC Protection

Security Management

Managing Technical Security Operations

5 Courses

Every Security Manager Should Know

Advanced Leadership

Leadership Specializations

7 Courses

Leadership Skills

DFIR Insights From The Experts

SANS DFIR Europe Summit and Training 2026

SANS DFIR Europe Summit and Training 2026 delivers cutting-edge, hands-on cybersecurity training led by top digital forensics and incident response experts. Join us live in beautiful Prague or attend virtually from anywhere.

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ICS/OT Insights From The Experts

Jason ChristopherTyler WebbDean ParsonsDon C. Weber

SANS 2025 ICS/OT Survey Webcast & Forum: The State of ICS/OT Cybersecurity

On this webcast, we will explore results from our 2025 survey. We will cover specific topics with an eye toward providing asset owners and operators with clear benchmarks for improving cyber threats, vulnerabilities, and risks across industrial environments.

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Offensive Operations Insights From The Experts

James ShewmakerSANS InstituteJoshua Wright

Modern Multi-Factor Authentication Bypass Techniques: A Taste of SANS SEC660

With the proliferation of multi-factor authentication, penetration testers need to apply existing tooling to manipulate even internal applications. Building attack infrastructure internally during a penetration test is resource exhausting, but modern tools like evilginx can do most of the heavy lifting for us.

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James Shewmaker
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  1. Register at https://www.sans.org
  2. If you already have a SANS Account, click "Account Login". If not, an account will be created for you using the information you input on this page
  3. Select the course and any Add-Ons you will be purchasing
  4. Under Payment Options: Select the Payment Method of "SANS Voucher". Fill in the Voucher Account Number provided to you by your organization.
  5. Click "Place Order". An email will be sent to the Voucher Account Administrator to approve this payment.
  6. You should get the message, "Your order is complete."
  7. You will receive an email when the Voucher Administrator has approved or denied the order. If you do not receive this email as expected, please contact the Voucher Administrator.

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