Generative AI in Production v2.0 Training Logo

Generative AI in Production v2.0 Training

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Generative AI in Production v2.0 is a practical course on building, deploying, and scaling reliable generative AI systems. It covers production architectures, RAG, evaluation, monitoring, safety, and cost optimization to move from prototypes to real-world AI products.

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  • Certified Trainer

  • Authorized Courseware

  • Completion Certificate from ATP

  • Enterprise Reporting

  • Lifetime Access

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  • 24x7 Support

  • Real-time code analysis and feedback

What is Generative AI in Production v2.0 Certification Training about?

Traditional MLOps is a set of practices to productionize traditional ML systems for enterprise applications. Generative AI raises new challenges in managing and productionizing applications at scale. The field of generative AI operations seeks to address these new challenges. In this course, you learn about the challenges that arise when deploying and productionizing generative AI-powered applications. You learn how to secure your generative AI-powered applications. Finally, you will discuss best practices for logging and monitoring your generative AI-powered applications in production

What are the objectives of Generative AI in Production v2.0 Certification Training ?

  • Understand the challenges in productionizing applications using generative AI
  • Manage experimentation and evaluation for LLM-powered application
  • Productionize LLM-powered applications
  • Secure generative AI applications
  • Implement logging and monitoring for LLM-powered applications

Who is Generative AI in Production v2.0 Certification Training for?

  • Developers, DevOps engineers and machine learning engineers who wish to operationalize GenAI-based applications

What are the prerequisites for Generative AI in Production v2.0 Certification Training?

  • Completion of the "Application Development with LLMs on Google Cloud" or equivalent knowledge.

Available Training Modes

Live Online Training

1 Days

Course Outline Expand All

Expand All

  • Generative AI operations
  • Traditional MLOps vs. GenAIOps
  • Components of an LLM system
  • RAG/ReAct architecture
  • Application deployment options
  • Deployment, packaging, and versioning
  • Maintenance and updates
  • Testing and evaluation
  • CI/CD pipelines for gen AI-powered apps
  • Security challenges
  • Prompt security
  • Sensitive Data Protection and DLP API
  • Model Armor
  • Cloud Operations
  • Cloud Logging
  • Monitoring
  • Cloud Trace
  • Agent Analytics and AgentOps
  • Putting it all together

Who is the instructor for this training?

The trainer for this Generative AI in Production v2.0 Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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Generative AI in Production v2.0 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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