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AI-Driven Cybersecurity

Cortez Lake

Welcome to "AI Driven Cybersecurity: Leveraging the power of ChatGPT and Generative AI." This course will guide you through the powerful combination of artificial intelligence and cybersecurity, highlighting what ChatGPT and Generative AI can do. We'll discuss the details of these technologies while emphasizing the importance of ethical use.

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Welcome to "AI Driven Cybersecurity: Leveraging the power of ChatGPT and Generative AI." This course will guide you through the powerful combination of artificial intelligence and cybersecurity, highlighting what ChatGPT and Generative AI can do. We'll discuss the details of these technologies while emphasizing the importance of ethical use.

Throughout the course, we will navigate the evolving landscape of AI-enhanced cybersecurity, focusing on both the opportunities and challenges that emerge. We'll address concerns about security, privacy, and risks. We'll also touch on rules and regulations, giving insights into the laws that govern artificial intelligence.

To ensure a comprehensive understanding, we have incorporated real-world examples. These practical examples are tailored to give you firsthand experience, preparing you for real-world scenarios that you can demonstrate as you deploy this technology.

As we move through the course, we'll share industry insights, ending with a discussion about Generative AI's impact on cybersecurity and the potential use of security co-pilots to enhance productivity and efficiency. Through this course, you'll not only grasp the basics of Generative AI but will also see its potential for personal and business growth. By the end, you will be equipped with the knowledge and tools to be at the forefront of AI-driven cybersecurity.

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What's inside

Learning objectives

  • Understand the foundational principles of employing chatgpt and generative ai tools within the realm of cybersecurity.
  • Gain a comprehensive understanding of fundamental topics, including foundation models (fm), large language models (llm), and applications of generative ai.
  • Evaluate the risks associated with large language models (llm) and understand the principles of responsible ai.
  • Understand how to strategically deploy chatgpt in cybersecurity and establish strong guardrails for secure ai utilization.
  • Gain proficiency in best practices for incorporating generative ai into enterprise settings.
  • Understand the changing dynamics of ai investments and their implications for the field of cybersecurity.
  • Learn about the functions of security co-pilots and comprehend the strategic benefits they offer.

Syllabus

Introduction
Course Introduction
By the end of this section, you will have a comprehensive understanding of Chat GPT and similar Generative AI applications.
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The Fundamentals
Prompt Engineering
Hallucinations
Risks of LLM
Responsible AI
Compliance and Regulation
Industry FUD
Key Takeaways

By participating in this knowledge check, you'll reinforce your understanding, identify areas of mastery, and gain the confidence to apply your knowledge effectively.

At the end of this module, you will be equipped with the skills to confidently implement strong security measures for Enterprise deployments of Chat GPT and other generative AI applications. You'll po
Architecture Diagrams
Cybersecurity Use Cases
Security Practices
API Security
Identity and Access Management
Data Protection
Continuous Monitoring
Vulnerability Management
Industry Guidance

Choose the best answer.

How ChatGPT and Generative AI are impacting Cybersecurity
Intersection of AI and Cyber
Future Outlook
Course Completion

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Teaches learners how to use tools and software that are highly relevant to cybersecurity and are used in industry
Provides a mix of theory and practical experience, which helps learners understand the concepts and apply them in real-world scenarios
Introduces learners to emerging technologies in the field and helps them understand their potential impact on cybersecurity
Covers both the technical and ethical aspects of AI-driven cybersecurity, providing a comprehensive understanding of the field
Incorporates real-world examples and case studies, making the learning experience more engaging and practical

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Activities

Coming soon We're preparing activities for AI-Driven Cybersecurity. These are activities you can do either before, during, or after a course.

Career center

Learners who complete AI-Driven Cybersecurity will develop knowledge and skills that may be useful to these careers:
AI Security Engineer
In the role of an AI Security Engineer, one will be responsible for developing and implementing strategies to protect AI systems and data from cyber threats. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Machine Learning Engineer
A Machine Learning Engineer develops and deploys machine learning models to solve real-world problems. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Information Security Analyst
Information Security Analysts plan and implement security measures to protect an organization's computer systems and networks. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Data Scientist
A Data Scientist uses data to identify patterns and trends that can be used to improve decision-making. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Security Engineer
A Security Engineer designs, implements, and maintains security measures to protect an organization's computer systems and networks. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Security Researcher
A Security Researcher identifies and analyzes security vulnerabilities in computer systems and networks. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Cybersecurity Architect
A Cybersecurity Architect designs and implements security measures to protect an organization's computer systems and networks. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' can be useful for Cybersecurity Architects, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
Systems Engineer
A Systems Engineer designs, implements, and maintains computer systems and networks. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Penetration Tester
A Penetration Tester attempts to exploit vulnerabilities in an organization's computer systems and networks to identify security weaknesses. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' would be particularly beneficial for individuals in this role, as it provides a comprehensive understanding of the fundamentals of AI and its application in cybersecurity. The course also covers best practices for incorporating generative AI into enterprise settings.
Chief Information Security Officer (CISO)
The Chief Information Security Officer (CISO) is responsible for overseeing an organization's information security program. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for CISOs, as it provides a comprehensive overview of the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
Security Analyst
A Security Analyst monitors an organization's computer systems and networks for security threats. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for Security Analysts, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
Cloud Architect
A Cloud Architect designs and implements cloud computing solutions. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for Cloud Architects, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
Software Engineer
A Software Engineer designs, develops, and maintains software applications. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for Software Engineers, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
Security Consultant
A Security Consultant provides advice and guidance to organizations on how to protect their computer systems and networks from cyber threats. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for Security Consultants, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.
DevOps Engineer
A DevOps Engineer combines software development and operations to improve the efficiency and reliability of software delivery. The course 'AI-Driven Cybersecurity: Leveraging the Power of ChatGPT and Generative AI' may be helpful for DevOps Engineers, as it provides insights into the latest advancements in AI-driven cybersecurity, including the use of ChatGPT and Generative AI. The course also covers industry best practices for deploying AI in cybersecurity and establishing strong security guardrails.

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in AI-Driven Cybersecurity.
Provides a technical overview of modern network security threats and countermeasures.
Offers a comprehensive overview of cybersecurity concepts and best practices for non-technical professionals. It serves as a primer for understanding the fundamentals of cybersecurity and the measures required to protect personal and organizational data.
Offers a practical introduction to data analysis using Python. It covers essential libraries such as Pandas, NumPy, and Jupyter, providing a solid foundation for working with data and performing data analysis tasks.

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