Identifying Security Requirements of an AI Solution from Pluralsight

Learn what it takes to secure your newly developed and/or deployed AI solution in Microsoft Azure. In this course, Identifying Security Requirements of an AI solution, you will learn foundational knowledge to secure your AI Solution no matter whether you are leveraging Azure Cognitive Services or custom machine learning models. First, you will discover how to leverage Azure Cognitive Services in a secure authenticated way. Next, you will learn what security options are available for any test data that you need to train the models of both Cognitive Services and machine learning models. Finally, you will explore how to secure the deployment of an AI solution using machine learning models. When you are finished with this course, you will have the skills and knowledge of security options within Azure Services needed to secure an AI solution from development to deployment.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Security is highly relevant to business

The instructors are recognized for their work in AI Security

This course may require prerequisite skills in AI

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Learners who complete Identifying Security Requirements of an AI Solution will develop knowledge and skills that may be useful to these careers:

AI Security Engineer

The course will help build a foundation as an AI Security Engineer, an in-demand role responsible for securing AI systems and data. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role. You'll learn how to leverage Azure Cognitive Services in a secure way, as well as secure the deployment of AI solutions using machine learning models, both of which are essential skills for AI Security Engineers.

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AI Architect

The course will help build a foundation as an AI Architect, a role that designs, develops, and implements AI solutions. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role. You'll learn how to leverage Azure Cognitive Services in a secure way, as well as secure the deployment of AI solutions using machine learning models, both of which are essential skills for AI Architects.

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AI Security Researcher

The course will help build a foundation as an AI Security Researcher, a role that explores and develops new methods to secure AI systems and data. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role. You'll learn how to leverage Azure Cognitive Services in a secure way, as well as secure the deployment of AI solutions using machine learning models, both of which are essential skills for AI Security Researchers.

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Cloud Security Architect

The course may be useful for a Cloud Security Architect, a role that designs, implements, and manages cloud security solutions. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Data Scientist

The course may be useful for a Data Scientist, a role that uses data to solve business problems. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Machine Learning Engineer

The course may be useful for a Machine Learning Engineer, a role that develops and implements machine learning solutions. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Software Engineer

The course may be useful for a Software Engineer, a role that designs, develops, and implements software applications. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Information Security Analyst

The course may be useful for an Information Security Analyst, a role that analyzes and mitigates security risks. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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IT Security Administrator

The course may be useful for an IT Security Administrator, a role that manages and maintains security systems and networks. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Cybersecurity Analyst

The course may be useful for a Cybersecurity Analyst, a role that investigates and responds to cybersecurity incidents. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

See salaries and explore the career path for Cybersecurity Analyst

Computer Network Architect

The course may be useful for a Computer Network Architect, a role that designs, implements, and manages computer networks. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Systems Administrator

The course may be useful for a Systems Administrator, a role that manages and maintains computer systems. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Information Technology Manager

The course may be useful for an Information Technology Manager, a role that manages and oversees information technology systems and personnel. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Data Analyst

The course may be useful for a Data Analyst, a role that analyzes and interprets data to identify trends and patterns. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Data Engineer

The course may be useful for a Data Engineer, a role that designs and implements data pipelines and systems. The knowledge and skills acquired in this course will equip you with a strong understanding of security options within Azure services, which is crucial for this role.

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Reading list

We've selected one 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 Identifying Security Requirements of an AI Solution.

Artificial Intelligence for Cybersecurity

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Provides a practical approach to AI security for practitioners.

Artificial Intelligence for Cybersecurity (Advances...

Hardcover

$$$$

Artificial Intelligence for Cybersecurity (Advances...

Kindle Edition

$$$$

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