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

Internet access control, network traffic monitoring, and related data analysis, are powerful tools...
Responsible for analyzing data from multiple disparate sources to provide cybersecurity and privacy insight. Designs and implements custom algorithms, workflow processes, and layouts for complex, enterprise-scale data sets used for modeling, data mining, and research purposes.
BootUp CTF is SANS’s introductory Capture the Flag (CTF) exercise, delivered on the ranges.io platform, and designed for those new to cybersecurity as well as practitioners looking to build or reinforce foundational skills. The challenge provides hands-on exposure to multiple core disciplines, including web exploitation, digital forensics, network analysis, cryptography, and data analysis. Through practical, scenario-based challenges, participants develop critical thinking and problem-solving skills essential for real-world cybersecurity work.
Learn Python in depth and gain essential skills for customizing and developing your own information security tools.
Learn to perform effective, secure OSINT research with practical techniques. Explore critical OSINT tools and apply your skills in hands-on labs based on real-world scenarios.
Learn how to perform advanced OSINT investigations as well as utilize JSON and Python. Explore topics such as cryptocurrency, the dark web, disinformation, and advanced image and video OSINT analysis.
Master tactical, operational, and strategic cyber threat intelligence skills. Improve analytic processes and incident response effectiveness to support your detection and response programs.
Gain essential cybersecurity skills to quickly detect, respond to, and remediate threats. Learn how to protect critical information and technology assets, whether on-premises or in the cloud.
Dive into advanced Python coding techniques from top open-source security tools and empower yourself to build secure, scalable solutions across a wide range of high-demand fields.
Acquire practical data science and machine learning skills to build custom AI-driven security solutions that transform your organization's threat detection capabilities.