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Security, Compliance, and Governance for AI Solutions

AWS Instructor

This course helps you understand some common issues of around security, compliance, and governance associated with artificial intelligence (AI) solutions. You will learn how to recognize governance and compliance requirements for AI systems. You will also learn about various Amazon Web Services (AWS) services and features that will help you apply governance controls and achieve your compliance objectives. Finally, you will be introduced to AWS services that can help you secure your AI systems.

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What's inside

Syllabus

Security, Compliance, and Governance for AI Solutions

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops knowledge about security, compliance, and governance of AI systems
Builds a solid foundation about governance and compliance requirements for AI systems
Explores essential Amazon Web Services (AWS) services and features for governance controls and compliance objectives
Introduces AWS services that assist in securing AI systems
Instructors are part of the AWS team
Provides a strong foundation for beginners in the field of AI security, compliance, and governance

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Security, Compliance, and Governance for AI Solutions with these activities:
Review existing knowledge of machine learning algorithms
Prepare for success in this course by reviewing the fundamentals of machine learning algorithms.
Browse courses on Machine Learning
Show steps
  • Review lecture notes and textbooks from previous machine learning courses
  • Go through online tutorials and resources on machine learning algorithms
  • Practice implementing machine learning algorithms using a programming language such as Python or R
AWS Governance and Compliance Basics
Refresh your understanding of basic governance and compliance concepts to prepare for this course.
Show steps
  • Review the AWS Governance whitepaper.
  • Read the AWS Compliance whitepaper.
Join a study group or find a mentor
Joining a study group or finding a mentor can help provide support and motivation.
Show steps
  • Find a study group or mentor
  • Meet regularly with the study group or mentor
  • Discuss the course material
  • Share ideas and experiences
12 other activities
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Gather resources on best practices for AI governance
Expand your knowledge of AI governance by gathering relevant resources.
Browse courses on Governance
Show steps
  • Search for articles, white papers, and other resources on AI governance
  • Organize the resources into a central location, such as a shared folder or online repository
  • Review the resources and identify the key best practices for AI governance
Organize Course Materials
Organize your course syllabus, notes, and any other materials to stay organized and improve your learning experience.
Show steps
  • Create a dedicated folder for course materials.
  • File and organize materials by topic or module.
  • Review materials regularly to reinforce your understanding.
Solve practice problems on AI security, compliance, and governance
Reinforce your understanding of AI security, compliance, and governance concepts.
Browse courses on Security
Show steps
  • Find practice problems online or in textbooks
  • Solve the problems on your own
  • Check your solutions against the provided answer key or ask for help from the instructor or classmates
Follow tutorials on AWS services for governance
Following tutorials on AWS services for governance will deepen knowledge and understanding of governance controls.
Show steps
  • Find tutorials on AWS services for governance
  • Follow the tutorials
  • Take notes on the key concepts
  • Apply the concepts to your own AI projects
Discussion Groups on Course Forum
Participate in online discussion forums to connect with classmates, clarify concepts, and reinforce your understanding.
Show steps
  • Join the course discussion forum.
  • Post questions and responses to engage with others.
  • Review and comment on others' posts to broaden your perspective.
Practice applying governance controls to AI systems
Practicing applying governance controls to AI systems will reinforce understanding and help develop expertise.
Show steps
  • Find a practice scenario
  • Apply the governance controls to the practice scenario
  • Evaluate the effectiveness of the governance controls
  • Repeat the process until you are confident in your ability to apply governance controls to AI systems
AWS Security and Compliance Exercises
Engage in hands-on exercises related to AWS security and compliance to solidify your understanding.
Show steps
  • Review the AWS Security Best Practices whitepaper.
  • Complete the AWS Security Baseline for your specific cloud environment.
  • Use the AWS Compliance Analyzer to assess your resources for compliance.
Develop a security plan for an AI system
Apply your knowledge of AI security to create a practical deliverable.
Browse courses on Security
Show steps
  • Identify the potential security risks associated with the AI system
  • Develop a plan to mitigate these risks
  • Document the security plan in a clear and concise manner
Develop a plan for implementing governance controls in your AI systems
Developing a plan for implementing governance controls in your AI systems will involve applying knowledge of security, compliance, and governance.
Show steps
  • Identify the governance requirements for your AI systems
  • Research AWS services and features that can help you implement governance controls
  • Develop a plan for implementing the governance controls
  • Implement the governance controls
  • Monitor the effectiveness of the governance controls
Governance and Compliance Plan
Develop a governance and compliance plan to demonstrate your understanding of the concepts and your ability to apply them in a practical setting.
Show steps
  • Define the scope and objectives of your plan.
  • Identify and assess potential risks and compliance requirements.
  • Develop and implement governance and compliance controls.
  • Monitor and audit your plan for effectiveness.
Contribute to Open Source Security Projects
Apply your knowledge and skills by contributing to open source security projects, gaining practical experience and making a meaningful impact.
Show steps
  • Identify open source security projects that align with your interests.
  • Review the project's code and documentation.
  • Contribute code, documentation, or bug fixes.
  • Participate in project discussions and community events.
AWS Security and Compliance Hackathon
Participate in hackathons or competitions focused on AWS security and compliance to test your abilities and learn from others.
Show steps
  • Find or create a team with complementary skills.
  • Brainstorm and develop innovative solutions to security and compliance challenges.
  • Build and demonstrate your solution to a panel of judges.

Career center

Learners who complete Security, Compliance, and Governance for AI Solutions will develop knowledge and skills that may be useful to these careers:

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Course image
Level
Introductory
Via
Coursera
Institution
Amazon Web Services
Instructor
AWS Instructor
Session
August 5, 2024 - August 19, 2024
Language
English
Good to know
Develops knowledge about security, compliance, and governance of AI systems
Builds a solid foundation about governance and compliance requirements for AI systems
Explores essential Amazon Web Services (AWS) services and features for governance controls and compliance objectives
Introduces AWS services that assist in securing AI systems
Instructors are part of the AWS team
Provides a strong foundation for beginners in the field of AI security, compliance, and governance
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