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URL: https://www.coursera.org/learn/packt-chatgpt-for-soc-analyst-master-cyber-security-with-ai-oifkr

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ChatGPT for SOC Analyst - Master Cyber Security with AI

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ChatGPT for SOC Analyst - Master Cyber Security with AI

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Use ChatGPT prompts to analyze threats, including phishing emails and SQL injections.

  • Integrate ChatGPT with SIEM tools like Azure Sentinel for incident automation.

  • Leverage ChatGPT 4 to generate actionable threat intelligence and queries.

  • Build and troubleshoot AI-driven cybersecurity playbooks for SOC workflows.

Details to know

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Assessments

6 assignments

Taught in English

There are 5 modules in this course

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.

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.

What's included

1 video1 reading

1 videoβ€’Total 2 minutes
  • Introductionβ€’2 minutes
1 readingβ€’Total 10 minutes
  • Full Course Resourcesβ€’10 minutes

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.

What's included

17 videos1 assignment

17 videosβ€’Total 70 minutes
  • Understanding the Evolution: ChatGPT 3.5 vs 4.0β€’7 minutes
  • How to Register for OpenAIβ€’2 minutes
  • Waiting List for ChatGPT 4.0β€’1 minute
  • Fundamentals ChatGPT Prompts for Cyber Securityβ€’10 minutes
  • Perfect Study Partner for Cyber Security Certifications with ChatGPTβ€’4 minutes
  • ChatGPT Prompts for Cyber Security Investigation with Toolsβ€’8 minutes
  • Decoding Malicious Commands with ChatGPTβ€’2 minutes
  • Generating Queries for Incident Analysis with ChatGPTβ€’5 minutes
  • Demystifying SQL Injection with ChatGPTβ€’6 minutes
  • How to Identify Phishing Emails with ChatGPT for SOC Analystβ€’5 minutes
  • Using ChatGPT to Analyze Excel Macros for Potential Threatsβ€’4 minutes
  • How to Run Excel Macro Created by OpenAIβ€’3 minutes
  • Understanding Common Vulnerabilities and Exposures for Security Analystβ€’2 minutes
  • Pass SOC Analyst Interview Questions with ChatGPTβ€’3 minutes
  • Scanning Capabilities for Cyber Security with ChatGPTβ€’2 minutes
  • Advanced ChatGPT Prompts for SOC Analystβ€’4 minutes
  • Exploring Alternative AI Source Featuring Google Bardβ€’2 minutes
1 assignmentβ€’Total 15 minutes
  • Getting Started with ChatGPT for Cyber Security - Assessmentβ€’15 minutes

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.

What's included

16 videos1 assignment

16 videosβ€’Total 91 minutes
  • AI Impact on Cyber Security Jobs: Myth or Reality?β€’5 minutes
  • ChatGPT 4: Cybersecurity with Artificial Intelligenceβ€’2 minutes
  • Setting up ChatGPT 4 for Cybersecurityβ€’10 minutes
  • Access Custom ChatGPT Agents from Marketplaceβ€’2 minutes
  • ChatGPT Agents for Cybersecurityβ€’3 minutes
  • Search for Latest CVEs with ChatGPTβ€’10 minutes
  • Search for Vulnerabilities with ChatGPTβ€’9 minutes
  • AI-Generated Threat Intelligenceβ€’11 minutes
  • Web Hacking ChatGPT Agentβ€’7 minutes
  • Perform Code Analysis for Cybersecurity with ChatGPTβ€’10 minutes
  • Get Latest Cybersecurity News with this ChatGPT Agentβ€’8 minutes
  • Advanced Phishing Email Analysis with ChatGPT 4β€’3 minutes
  • Can you Look for Indicators of Compromise with ChatGPT?β€’2 minutes
  • Create Queries to Analyze Logs with ChatGPTβ€’3 minutes
  • Pen Testing with ChatGPT Agentsβ€’7 minutes
  • Summary of ChatGPT 4 for Cybersecurity Analystβ€’0 minutes
1 assignmentβ€’Total 15 minutes
  • Advanced Prompts with ChatGPT 4 for Cyber Security Analyst - Assessmentβ€’15 minutes

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.

What's included

11 videos1 assignment

11 videosβ€’Total 46 minutes
  • ChatGPT Inside Azure for Cyber Securityβ€’1 minute
  • Prerequisites for Cyber Security Lab with ChatGPTβ€’9 minutes
  • Introduction to Free SIEM for Cyber Security Labβ€’3 minutes
  • Overview of Cyber Security Lab for SOC Analystβ€’4 minutes
  • Troubleshooting Potential Problems with Security Labβ€’3 minutes
  • Creating SIEM for SOC Analyst in Cloudβ€’4 minutes
  • How to Create Cyber Security Incidents for ChatGPT Investigationβ€’5 minutes
  • Exploring Pricing for Azure OpenAIβ€’4 minutes
  • How to Create ChatGPT in Azureβ€’2 minutes
  • How to Deploy ChatGPT 4 Model in Azureβ€’2 minutes
  • Customize ChatGPT for Cyber Security Promptsβ€’10 minutes
1 assignmentβ€’Total 15 minutes
  • Master Cloud Security with ChatGPT in Azure - Assessmentβ€’15 minutes

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.

What's included

11 videos3 assignments

11 videosβ€’Total 39 minutes
  • Prerequisites for ChatGPT Labβ€’1 minute
  • Setup Correct Privileges for ChatGPT Playbookβ€’5 minutes
  • How to Connect ChatGPT with SIEM Solutionβ€’9 minutes
  • Run ChatGPT Playbook on Cyber Security Incidentsβ€’5 minutes
  • Improvements to Automation with ChatGPTβ€’4 minutes
  • Investigation of Cyber Security Incidents with ChatGPT 4.0β€’1 minute
  • How to Automate Incident Response with ChatGPT 3.5β€’1 minute
  • Create API Key for ChatGPT Integrationβ€’3 minutes
  • Making Final Adjustments to ChatGPT Playbookβ€’4 minutes
  • Real-Time Incident Analysis with ChatGPT 3.0β€’3 minutes
  • BONUS: Other Implementations with Microsoft Sentinelβ€’2 minutes
3 assignmentsβ€’Total 80 minutes
  • Full Course Practice Assessmentβ€’5 minutes
  • Enhance Incident Investigation with ChatGPT and SIEM Solution - Assessmentβ€’15 minutes
  • Full Course Assessmentβ€’60 minutes

Instructor

Packt
1,946 Coursesβ€’575,115 learners

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

This course is currently available only to learners who have paid or received financial aid, when available.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,