Vertex AI and Generative AI Security Training

Live Online & Classroom Enterprise Certification Training

The Vertex AI and Generative AI Security course focuses on implementing security best practices for AI and generative AI solutions on Google Cloud, covering data protection, access control, model governance, and compliance when using Vertex AI and generative AI tools.

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What is Vertex AI and Generative AI Security Certification Training about?

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.

What are the objectives of Vertex AI and Generative AI Security Certification Training ?

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 is Vertex AI and Generative AI Security Certification Training for?

AI practitioners, security professionals, and cloud architects

What are the prerequisites for Vertex AI and Generative AI Security Certification Training?

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

Available Training Modes

Live Online Training

2 Days

Course Outline Expand All

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Module 1: Introduction to Vertex AI Security Principles

Google Cloud Security

Vertex AI components

Vertex AI Security concerns

Module 2: Identity and Access Management (IAM) in Vertex AI

Overview of IAM in Google Cloud

Module 3: Data Security and Privacy

Data encryption

Protecting Sensitive Data

VPC Service Controls

Disaster recovery planning

Module 4: Securing Vertex AI Endpoints and model deployment

Network security

Securing model endpoints

Module 5: Monitoring and logging in Vertex AI

Logging

Monitoring

Module 6: Security risks in generative AI applications

Overview of gen AI security risks

Overview of AI Safety

Prompt security

LLM safeguards

Module 7: Testing and evaluating generative AI model responses

Testing generative AI model responses.

Evaluating model responses.

Fine-Tuning LLMs.

Module 8: Securing Retrieval-Augmented Generation (RAG) systems

Fundamentals of Retrieval-Augmented Generation

Security in RAG systems

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Who is the instructor for this training?

The trainer for this Vertex AI and Generative AI Security Training has extensive experience in this domain, including years of experience training & mentoring professionals.

Vertex AI and Generative AI Security Certification Training - Certification & Exam

SpringPeople is the Authorized Training Partner of Google Cloud Platform.
The training fees is exclusive of exam cost.
For any queries; feel free to reach us at GCP@springpeople.com

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