Vertex AI and Generative AI Security

Price
$1,800.00 USD

Duration
2 Days

 

Delivery Methods
Virtual Instructor Led
Private Group

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Course Overview

This course is designed to empower your organization to fully harness the transformative potential of Google’s Vertex AI and generative AI (gen AI) technologies, with a strong emphasis on security. Tailored for AI practitioners and security engineers, it provides targeted knowledge and hands-on skills to navigate and adopt AI safely and effectively. Participants will gain practical insights and develop a security-conscious approach, ensuring a secure and responsible integration of gen AI within their organization.

Course Objectives

  • Establish foundational knowledge of Vertex AI and its security challenges.
  • Implement identity and access control measures to restrict access to Vertex AI resources.
  • Configure encryption strategies and protect sensitive information.
  • Enable logging, monitoring, and alerting for real-time security oversight of Vertex AI operations.
  • Identify and mitigate unique security threats associated with generative AI.
  • Apply testing techniques to validate and secure generative AI model responses.
  • Implement best practices for securing data sources and responses within Retrieval-Augmented Generation (RAG) systems.
  • Establish foundational knowledge of AI Safety

Who Should Attend?

AI Practitioners, Security Professionals, and Cloud Architects
  • Top-rated instructors: Our crew of subject matter experts have an average instructor rating of 4.8 out of 5 across thousands of reviews.
  • Authorized content: We maintain more than 35 Authorized Training Partnerships with the top players in tech, ensuring your course materials contain the most relevant and up-to date information.
  • Interactive classroom participation: Our virtual training includes live lectures, demonstrations and virtual labs that allow you to participate in discussions with your instructor and fellow classmates to get real-time feedback.
  • Post Class Resources: Review your class content, catch up on any material you may have missed or perfect your new skills with access to resources after your course is complete.
  • Private Group Training: Let our world-class instructors deliver exclusive training courses just for your employees. Our private group training is designed to promote your team’s shared growth and skill development.
  • Tailored Training Solutions: Our subject matter experts can customize the class to specifically address the unique goals of your team.

Course Prerequisites

Fundamental knowledge of machine learning, in particular generative AI, and basic understanding of security on Google Cloud.

Agenda

  • Introduction to Vertex AI Security Principles
  • Identity and Access Management (IAM) in Vertex AI Data Security and Privacy
  • Securing Vertex AI Endpoints and Model Deployment
  • Monitoring and Logging in Vertex AI
  • Security Risks in Generative AI Applications
  • Testing and Evaluating Generative AI Model Responses
  • Securing Retrieval-Augmented Generation (RAG) systems
 

Upcoming Class Dates and Times

Dec 8, 9
8:00 AM - 4:00 PM
ENROLL $1,800.00 USD

Virtual: Online - CST
CourseID: 3606195E
 



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