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מתחיל 5 June 2026 17:37

נגמר 5 June 2026

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Introduction to Google Cloud Vertex AI Platform - Enterprise AI Development and Deployment

Discover how Vertex AI leverages TPUs and transformer architecture to enable multimodal AI processing across text, images, audio, and video, with enterprise-ready features for secure, customizable AI implementation.
Tech Field Day via YouTube

Tech Field Day

6076 קורסים


31 minutes

שדרוג אופציונלי זמין

Not Specified

התקדמות בקצב שלך

Free Video

שדרוג אופציונלי זמין

סקירה כללית

Discover how Vertex AI leverages TPUs and transformer architecture to enable multimodal AI processing across text, images, audio, and video, with enterprise-ready features for secure, customizable AI implementation.

סילבוס

  • Course Introduction
  • Overview of Vertex AI Platform
    Course objectives and outcomes
  • Understanding Vertex AI
  • Key components of Vertex AI
    Advantages of Vertex AI for enterprises
  • Introduction to Tensor Processing Units (TPUs)
  • What are TPUs?
    Benefits of TPUs in AI processing
    Integration with Vertex AI
  • Transformer Architecture
  • Basics of transformer architecture
    Use cases in multimodal AI processing
  • Multimodal AI Processing with Vertex AI
  • Text processing capabilities
    Image recognition and processing
    Audio analysis and synthesis
    Video understanding and processing
  • Enterprise-Ready Features
  • Security features for AI models
    Customization and scalability
    Compliance and data governance
  • Implementing AI Solutions with Vertex AI
  • Custom model training
    Pre-trained models and APIs
    Model evaluation and versioning
  • Deployment Strategies
  • Deploying models in the cloud
    Edge deployment with Vertex AI
    Continuous integration and deployment (CI/CD) for AI models
  • Case Studies and Real-World Applications
  • Industry examples of Vertex AI solutions
    Lessons learned from enterprise implementations
  • Hands-On Labs
  • Building a simple AI model on Vertex AI
    Experimenting with TPUs and transformers
    Deploying a multimodal AI application
  • Course Summary and Further Learning
  • Recap of key concepts
    Resources for advanced learning in Vertex AI
  • Assessment and Certification
  • Course assessment overview
    Certification requirements and process

נושאים

Programming