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Coursera

ChatGPT for SOC Analyst - Master Cyber Security with AI

Packt via Coursera

Overview

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Enhance your cybersecurity skills and accelerate your SOC Analyst career by harnessing the power of ChatGPT. This course dives into how AI can streamline incident investigations, automate responses, and optimize threat detection. You’ll explore fundamental and advanced ChatGPT prompts, utilize OpenAI tools for phishing analysis, SQL injection detection, code reviews, and threat intelligence generation. The course begins with an introduction to ChatGPT’s capabilities and essential prompts for cybersecurity tasks. You’ll then progress to advanced SOC Analyst workflows, such as log analysis, vulnerability identification, and custom AI agent setups. A dedicated section covers integrating ChatGPT with cloud security tools in Azure, including SIEM solutions for enhanced real-time monitoring and automation. In the final modules, you’ll master incident investigation workflows, automate cybersecurity playbooks, and connect ChatGPT with tools like Microsoft Sentinel. Learn to optimize AI-driven security processes and maximize efficiency across complex security operations. This course is ideal for aspiring or current SOC Analysts, cybersecurity professionals, and those preparing for cybersecurity certifications. A basic understanding of security tools and processes is recommended. Suitable for intermediate learners aiming to integrate AI into their cybersecurity workflows.

Syllabus

  • A Sneak Peek into Cyber Security Mastery with ChatGPT
    • In this module, we will introduce you to the course and provide an overview of how ChatGPT can empower your cybersecurity journey, setting the stage for mastery in SOC analysis and AI integration.
  • Getting Started with ChatGPT for Cyber Security
    • In this module, we will guide you through the essential steps to access and set up ChatGPT, explore its differences across versions, and learn how to harness basic prompts for cybersecurity tasks like incident analysis, threat detection, and certification preparation.
  • Advanced Prompts with ChatGPT 4 for Cyber Security Analyst
    • In this module, we will explore advanced ChatGPT 4 capabilities tailored for cybersecurity analysts, focusing on threat intelligence, code analysis, vulnerability detection, and leveraging AI agents to improve your security operations.
  • Master Cloud Security with ChatGPT in Azure
    • In this module, we will dive into cloud security applications of ChatGPT within Azure, exploring lab setups, SIEM integrations, and customized prompts for enhancing your cybersecurity capabilities in cloud environments.
  • Enhance Incident Investigation with ChatGPT and SIEM Solution
    • In this module, we will focus on leveraging ChatGPT for incident investigation and response, integrating it with SIEM solutions, automating workflows, and making final adjustments for improved security operations.

Taught by

Packt - Course Instructors

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