وب سایت تخصصی شرکت فرین
دسته بندی دوره ها

Generative AI at the Edge: Design, Deploy, and Optimize Generative AI Models

سرفصل های دوره

In this course, tech leaders Karl Obinna Amalu and Kesha Williams present a hands-on learning experience, exploring the integration of Generative AI (GenAI) with edge computing using Ollama with Open WebUI and the Google Distributed Edge platform. Learn how to design, develop, deploy, and optimize AI models on edge devices, ensuring low latency and efficient performance, and discover opportunities to practice what you learn. Dive into model compatibility, deployment strategies, performance optimization, and ongoing management of edge AI deployments. Plus, gain insights into the broader landscape of edge computing and its applications. By the end of the course, you will have the skills to implement effective edge AI solutions in real-world scenarios.


01 - Introduction
  • 01 - Welcome to Edge GenAI
  • 02 - Review the Edge GenAI project

  • 02 - 1. Understanding Edge GenAI
  • 01 - Understand edge computing
  • 02 - Explore the spectrum of edge computing
  • 03 - Examine generative AI
  • 04 - Evaluate the intersection of edge and GenAI

  • 03 - 2. Exploring Google Distributed Cloud Connected Platform
  • 01 - Introducing Google Distributed Cloud (GDC) connected
  • 02 - Navigate the Google Distributed Cloud console
  • 03 - Set up your self-hosted environment
  • 04 - Challenge Set up your self-hosted development environment
  • 05 - Solution Set up your self-hosted development environment

  • 04 - 3. Developing GenAI Models for the Edge
  • 01 - Explore common keywords and techniques
  • 02 - Enable AI capabilities on GDC connected
  • 03 - Navigate Vertex AI on GDC connected
  • 04 - Design GenAI models for edge devices
  • 05 - Use GenAI models
  • 06 - Challenge Use a GenAI model in Ollama
  • 07 - Solution Use a GenAI model in Ollama

  • 05 - 4. Deploying and Managing GenAI Models
  • 01 - Prepare and design deployment strategies
  • 02 - Deploy GenAI models on self-hosted platforms
  • 03 - Challenge Deploy a GenAI model
  • 04 - Solution Deploy a GenAI model

  • 06 - 5. Optimizing and Managing Edge GenAI Applications
  • 01 - Optimize, monitor, and maintain edge deployments
  • 02 - Implement CICD for GenAI deployments
  • 03 - Secure your GenAI deployments

  • 07 - Conclusion
  • 01 - Predicting future trends in Edge GenAI
  • 02 - Your Edge GenAI journey
  • 139,000 تومان
    بیش از یک محصول به صورت دانلودی میخواهید؟ محصول را به سبد خرید اضافه کنید.
    افزودن به سبد خرید
    خرید دانلودی فوری

    در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

    ایمیل شما:
    تولید کننده:
    شناسه: 45554
    حجم: 177 مگابایت
    مدت زمان: 65 دقیقه
    تاریخ انتشار: ۱۴ دی ۱۴۰۴
    طراحی سایت و خدمات سئو

    139,000 تومان
    افزودن به سبد خرید