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Unclaimed ProfileThis course, designed by Pavel Hrabec, provides a comprehensive, hands-on path for cybersecurity professionals looking to integrate generative AI into modern defense mechanisms. Security teams are constantly overwhelmed by alerts, and this program directly addresses that bottleneck by demonstrating how to use ChatGPT and OpenAI's API to automate threat detection, log analysis, and incident response. Students start by setting up a robust Azure-based cybersecurity lab, provisioning key resources, and configuring Microsoft Sentinel as their SIEM environment. From there, the course guides you through connecting OpenAI API keys and using Azure Logic Apps to build automated workflows that enrich security alerts in real time. You will learn to use the ChatGPT Playground to refine prompts, parse raw logs, and ingest external threat intelligence to quickly identify malware characteristics. By leveraging these AI integrations safely via Azure Key Vault, security analysts, incident responders, and IT administrators can dramatically reduce manual triage times. This course is ideal for cybersecurity analysts, system administrators, and security engineers who want to stay ahead of modern threats by mastering AI-driven automation workflows.
About the creator
Pavel Hrabec
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Reviews
Pavel Hrabec is a cybersecurity professional and educator dedicated to bridging the gap between advanced artificial intelligence and practical security operations. With a deep focus on modernizing defense mechanisms, Pavel specializes in showing security analysts, SOC engineers, and IT professionals how to leverage generative AI models like ChatGPT to streamline threat detection, automate repetitive tasks, and accelerate incident response. His training methodology is highly hands-on, built around real-world scenarios that security teams encounter daily. Rather than focusing purely on theoretical concepts, Pavel structures his courses around interactive prompt engineering, automated script building, and defensive playbooks. He believes that the future…Show more
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Program Overview
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Learning format
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What You'll Learn
- Develop a deep understanding of core concepts and proven strategies for seamlessly incorporating generative AI into cybersecurity practices
- Learn how to set up and configure a fully functional cybersecurity lab in Azure, including resource provisioning and environment configuration
- Discover how to infuse your SIEM environment with OpenAI ChatGPT for enriched security alerts, automated analysis and faster incident response.
- Understand how to generate, manage, and securely use ChatGPT API keys to integrate AI into your cybersecurity workflow
- Master the configuration of Azure services to enable seamless integration of AI tools for automated cybersecurity defenses
- Gain hands-on experience in deploying Microsoft Sentinel, setting it up for optimal performance, and integrating its AI-driven threat detection capabilities
- Learn to create Logic Apps that serve as the backbone for automated cybersecurity workflows, linking ChatGPT with other security tools.
- Experiment with the ChatGPT Playground to test and fine-tune AI responses for different cybersecurity scenarios.
- Gain expertise in integrating external threat intelligence sources to automate data enrichment and malware analysis
- Learn techniques to automatically analyze raw security logs, parse data using AI, and generate dynamic queries to uncover threat
- Understand how to integrate outputs from many AI solutions, enhancing overall threat analysis and decision-making capabilities
- Develop skills to orchestrate automated incident response processes, reducing manual intervention and response time
- Learn best practices for deploying scalable, secure AI integrations in production, including safeguarding sensitive credentials with Azure Key Vault
- Gain insights into enriching and customizing AI models with your own data, leading to more accurate and context-aware threat detection
Best For
- Cybersecurity analysts and incident responders looking to automate manual log analysis
- Security engineers interested in integrating generative AI into SIEM environments like Microsoft Sentinel
- IT professionals wanting to build automated security workflows using Azure Logic Apps and OpenAI APIs
- Security team leads aiming to reduce triage bottlenecks through intelligent automation
Not For
- Complete beginners with no prior knowledge of cybersecurity or cloud computing fundamentals
- Developers focused exclusively on AI model training or machine learning research rather than security application
- Professionals looking for a non-technical overview of AI policy without hands-on implementation
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